# AI Backgrounds Competitors Benchmark (Claid.ai, Phot.ai, Bria.ai) On this page you will find a comparison of our [AI Backgrounds](/image-editing-api-plus-plan/ai-backgrounds.md) (using our v3 model) against some of our competitors. ## Feature Comparison
Photoroom APIClaid.ai APIPhot.ai APIBria.ai API
Pricing€0.10 per imagefrom $0.20 per imagefrom $0.18 per imagefrom $0.08 per image
Response time~5 seconds~15 seconds~35 seconds~20 seconds
# of API calls required1 call2 calls1 call1 call
Supports a different aspect ratio than that of the input imageYesYesNoNo
Supports sending an image fileYesYesNoYes
Supports sending an image URLYesYesYesYes
Supports setting the RNG seedYesNoNoYes
## Result Comparison ### Food Images {% tabs %} {% tab title="Image #01" %}
Original Image
Promptthe image displays a plate of vegetables with succulents in the background. The image features a minimalistic and professional looking background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #02" %}
Original Image
Prompta chocolate cupcake with blue frosting on a white marbled tray, with a pastel coloured table in the background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)		This image failed to process
{% endtab %} {% tab title="Image #03" %}
Original Image
Prompta plate of chicken wings and dipping sauces on a black scampered wooden table.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #04" %}
Original Image
Promptthe image displays a piece of bread with avocado and greens on top bathed in a golden light. It has been captured professionally, emphasizing the warm tones and gleaming highlights.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #05" %}
Original Image
Promptthe image displays a bowl with bread and vegetables foregrounded against a breathtaking mountain sunset. The object is set against a picturesque scene of a mountain during sunset.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% endtabs %} ### Cosmetic Images {% tabs %} {% tab title="Image #01" %}
Original Image
Promptthe image displays a bottle with a pink substance surrounded by cherry blossom. The image features a minimalistic and professional looking background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #02" %}
Original Image
Promptthe image displays a tube of false lashes in a bathroom. The image features a minimalistic and professional looking background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #03" %}
Original Image
Promptthe image displays an orange plastic bottle with a pump top on a tropical beach on a bright day with a slightly blurred background of the ocean
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #04" %}
Original Image
Promptthe image displays a tube of lotion on a cream marble countertop. The image features a minimalistic and professional looking background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #05" %}
Original Image
Promptthe image displays a spray bottle sitting on top on a table with a beautiful orange yellow sunset where the clouds are brightly lit from the sunset and a field is in the background slightly blurry
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% endtabs %} ### Apparel Images {% tabs %} {% tab title="Image #01" %}
Original Image
Promptthe image displays a jacket hanging on a wall standing against a baby blue background. The background is plain, textureless, doesn't have any discernible objects or patterns, and its color is baby blue
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #02" %}
Original Image
Prompta baseball cap on a baseball field, with a bright sun in the background
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #03" %}
Original Image
Prompta crocheted poncho on a fluffy blanket, with a soft green grass field in the background
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #04" %}
Original Image
Promptthe image displays a group of three people standing set against an autumn-themed backdrop, captivating the essence of fall season.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #05" %}
Original Image
Promptthe image illustrates a person walking set against a breathtaking mountain view. It exudes a professionalism in composition and performance.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% endtabs %} ### Jewelry Images {% tabs %} {% tab title="Image #01" %}
Original Image
Promptthe image displays a ring with a pink stone on a cream marble countertop. The image features a minimalistic and professional looking background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #02" %}
Original Image
Prompta long necklace on a black velvet cushion, with a cream stone wall in the background
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #03" %}
Original Image
Promptthe image displays a pair of earrings on a green marble countertop. The image features a minimalistic and professional looking background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #04" %}
Original Image
Promptthe image displays a pair of wedding rings sitting next to each other on a concrete countertop. The image features a minimalistic and professional looking background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #05" %}
Original Image
Promptthe image displays a necklace in a cozy home. The image features a minimalistic and professional looking background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% endtabs %} ### People Images {% tabs %} {% tab title="Image #01" %}
Original Image
Prompta person standing with their eyes closed on an old, twisted brick wall, with a grey field in the background
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #02" %}
Original Image
Promptthe image features a person walking on a boulder with a breathtaking mountain view in the background.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #03" %}
Original Image
Promptthe image displays a person wearing glasses and a green shirt with New York in the background. The overall scenery in the background is typical and instantly transports you to New York
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #04" %}
Original Image
Promptthe image displays a person riding a skateboard set against an autumn-themed backdrop, captivating the essence of fall season.
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% tab title="Image #05" %}
Original Image
Promptthe image displays a person holding a suit case on a tropical beach on a bright day with a slightly blurred background of the ocean
Photoroom API
(response time: ~5 seconds)
Claid.ai API
(response time: ~15 seconds)
Phot.ai API
(response time: ~35 seconds, doesn't support changing the aspect ratio)
Bria.ai API
(response time: ~20 seconds, doesn't support changing the aspect ratio)
{% endtab %} {% endtabs %} ## Reproducing the results If you want to reproduce the results of this benchmark, here are the Python scripts that were used to generate the images. {% tabs %} {% tab title="Photoroom API" %} ```python import os import requests import concurrent.futures API_KEY = "YOUR_PHOTOROOM_API_KEY" SEEDS = [117879368, 55994449, 48672244, 65080068] def process_image(image_url, prompt, variant_index, output_image_path): try: url = "https://image-api.photoroom.com/v2/edit" params = { "imageUrl": image_url, "referenceBox": "originalImage", "outputSize": "1024x1024", "background.prompt": prompt, "background.negativePrompt": "oversaturated, ugly, 3d, render, cartoon, grain, low-res, kitsch, text, lens, camera", "background.seed": SEEDS[variant_index] } headers = { "x-api-key": API_KEY, "pr-ai-background-model-version": "3" } response = requests.get(url, params=params, headers=headers) response.raise_for_status() with open(output_image_path, 'wb') as f: f.write(response.content) print(f"Image downloaded and saved to {output_image_path}") except requests.RequestException as e: print(f"Error: {str(e)}") return str(e) def iterate_over(image_urls, prompts, file_names, result_directory): with concurrent.futures.ThreadPoolExecutor(max_workers=8) as executor: root = os.getcwd() for image_url, prompt, file_name in zip(image_urls, prompts, file_names): file_path = os.path.join(root, file_name) for variant in range(0, 5): result_file_name = f"photoroom-{file_name}-variant_{variant+1}.png" result_path = os.path.join(result_directory, result_file_name) executor.submit(process_image, image_url, prompt, variant, result_path) if __name__ == "__main__": # FOOD FOOD_IMAGES_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F1.jpg?alt=media&token=850ab5be-a503-40f1-a270-c7cdcc62bdeb", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F2.png?alt=media&token=9c6e5512-efb8-47bc-b45d-01cb5b00b698", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F3.jpg?alt=media&token=04851dba-83bc-4d24-9549-ad029a838c33", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F4.jpeg?alt=media&token=191746c4-c528-4e2f-9e04-e1cac0b8d4b9", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F5.jpeg?alt=media&token=97421dcf-14b0-4353-913e-03428341e274", ] FOOD_PROMPTS = [ "the image displays a plate of vegetables with succulents in the background. The image features a minimalistic and professional looking background.", "a chocolate cupcake with blue frosting on a white marbled tray, with a pastel coloured table in the background", "a plate of chicken wings and dipping sauces on a black scampered wooden table.", "the image displays a piece of bread with avocado and greens on top bathed in a golden light. It has been captured professionally, emphasizing the warm tones and gleaming highlights.", "the image displays a bowl with bread and vegetables foregrounded against a breathtaking mountain sunset. The object is set against a picturesque scene of a mountain during sunset.", ] FOOD_OUTPUT_DIRECTORY = "./output-photoroom/food/" if not os.path.exists(FOOD_OUTPUT_DIRECTORY): os.makedirs(FOOD_OUTPUT_DIRECTORY) iterate_over(image_urls=FOOD_IMAGES_URLS, prompts=FOOD_PROMPTS, file_names=list(map(str, range(1, len(FOOD_IMAGES_URLS) + 1))), result_directory=FOOD_OUTPUT_DIRECTORY) # COSMETIC COSMETIC_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F1.jpeg?alt=media&token=837a3a2c-4621-44bc-84d7-ca1bafd7dad7", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F2.jpeg?alt=media&token=9327b3b6-68a6-4106-88cc-978afa5c048e", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F3.png?alt=media&token=6c25d2aa-4a11-4b00-bac6-b98f59289b5c", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F4.jpg?alt=media&token=be6075e1-b754-4f98-8937-cba8d234942d", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F5.jpg?alt=media&token=982083a1-b8df-40f7-88cc-c9185670f162", ] COSMETIC_PROMPTS = [ "the image displays a bottle with a pink substance surrounded by cherry blossom. The image features a minimalistic and professional looking background.", "the image displays a tube of false lashes in a bathroom. The image features a minimalistic and professional looking background.", "the image displays an orange plastic bottle with a pump top on a tropical beach on a bright day with a slightly blurred background of the ocean", "the image displays a tube of lotion on a cream marble countertop. The image features a minimalistic and professional looking background.", "the image displays a spray bottle sitting on top on a table with a beautiful orange yellow sunset where the clouds are brightly lit from the sunset and a field is in the background slightly blurry", ] COSMETIC_OUTPUT_DIRECTORY = "./output-photoroom/cosmetic/" if not os.path.exists(COSMETIC_OUTPUT_DIRECTORY): os.makedirs(COSMETIC_OUTPUT_DIRECTORY) iterate_over(image_urls=COSMETIC_IMAGE_URLS, prompts=COSMETIC_PROMPTS, file_names=list(map(str, range(1, len(COSMETIC_IMAGE_URLS) + 1))), result_directory=COSMETIC_OUTPUT_DIRECTORY) # APPAREL APPAREL_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F1.jpeg?alt=media&token=462bd079-f084-4a97-bdf5-51e1ea6454a3", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F2.jpg?alt=media&token=7666a271-93c8-4fa5-bf46-e550f2832189", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F3.jpg?alt=media&token=3551ca21-e31a-4076-b810-1bc0aacbaceb", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F4.jpg?alt=media&token=4a2d0c5d-b44a-479f-bc35-64fcc3d3d366", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F5.jpeg?alt=media&token=4624dafe-959b-4bfc-b230-7785780abcf7", ] APPAREL_PROMPTS = [ "the image displays a jacket hanging on a wall standing against a baby blue background. The background is plain, textureless, doesn't have any discernible objects or patterns, and its color is baby blue", "a baseball cap on a baseball field, with a bright sun in the background", "a crocheted poncho on a fluffy blanket, with a soft green grass field in the background", "the image displays a group of three people standing set against an autumn-themed backdrop, captivating the essence of fall season.", "the image illustrates a person walking set against a breathtaking mountain view. It exudes a professionalism in composition and performance.", ] APPAREL_OUTPUT_DIRECTORY = "./output-photoroom/apparel/" if not os.path.exists(APPAREL_OUTPUT_DIRECTORY): os.makedirs(APPAREL_OUTPUT_DIRECTORY) iterate_over(image_urls=APPAREL_IMAGE_URLS, prompts=APPAREL_PROMPTS, file_names=list(map(str, range(1, len(APPAREL_IMAGE_URLS) + 1))), result_directory=APPAREL_OUTPUT_DIRECTORY) # JEWELRY JEWELRY_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F1.jpg?alt=media&token=0afec946-38cf-4773-a96a-d0c158358557", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F2.jpg?alt=media&token=9b93ee57-9343-4611-8156-76c512149002", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F3.jpg?alt=media&token=925a455c-1b58-469d-95c7-7db4ff5ac61e", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F4.jpg?alt=media&token=c694560d-951d-4fe5-8390-a4c5df846f51", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F5.jpg?alt=media&token=38205d4d-ce4f-4168-9a91-94d872aed3fe", ] JEWELRY_PROMPTS = [ "the image displays a ring with a pink stone on a cream marble countertop. The image features a minimalistic and professional looking background.", "a long necklace on a black velvet cushion, with a cream stone wall in the background", "the image displays a pair of earrings on a green marble countertop. The image features a minimalistic and professional looking background.", "the image displays a pair of wedding rings sitting next to each other on a concrete countertop. The image features a minimalistic and professional looking background.", "the image displays a necklace in a cozy home. The image features a minimalistic and professional looking background.", ] JEWELRY_OUTPUT_DIRECTORY = "./output-photoroom/jewelry/" if not os.path.exists(JEWELRY_OUTPUT_DIRECTORY): os.makedirs(JEWELRY_OUTPUT_DIRECTORY) iterate_over(image_urls=JEWELRY_IMAGE_URLS, prompts=JEWELRY_PROMPTS, file_names=list(map(str, range(1, len(JEWELRY_IMAGE_URLS) + 1))), result_directory=JEWELRY_OUTPUT_DIRECTORY) # PEOPLE PEOPLE_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F1.jpg?alt=media&token=5b57a70d-e94d-4056-8e48-2b8a2c296028", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F2.jpg?alt=media&token=f0e8a0bb-9fd7-4cc3-bd90-b5655321d46d", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F3.jpg?alt=media&token=37ade83a-611e-4346-b4fe-5ee484f69ea3", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F4.jpg?alt=media&token=3569a732-9be2-4b2d-b685-c55a1093fca8", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F5.jpg?alt=media&token=38875d9b-8f48-4bec-a30a-ca10be2b86d5", ] PEOPLE_PROMPTS = [ "a person standing with their eyes closed on an old, twisted brick wall, with a grey field in the background", "the image features a person walking on a boulder with a breathtaking mountain view in the background.", "the image displays a person wearing glasses and a green shirt with New York in the background. The overall scenery in the background is typical and instantly transports you to New York", "the image displays a person riding a skateboard set against an autumn-themed backdrop, captivating the essence of fall season.", "the image displays a person holding a suit case on a tropical beach on a bright day with a slightly blurred background of the ocean", ] PEOPLE_OUTPUT_DIRECTORY = "./output-photoroom/people/" if not os.path.exists(PEOPLE_OUTPUT_DIRECTORY): os.makedirs(PEOPLE_OUTPUT_DIRECTORY) iterate_over(image_urls=PEOPLE_IMAGE_URLS, prompts=PEOPLE_PROMPTS, file_names=list(map(str, range(1, len(PEOPLE_IMAGE_URLS) + 1))), result_directory=PEOPLE_OUTPUT_DIRECTORY) ``` {% endtab %} {% tab title="Claid.ai API" %} {% hint style="info" %} Please note that: * Claid.ai requires to make a first API call to remove the original background, then make a second call to generate the new background * Claid.ai doesn't support [providing the seed of the random number generator](https://docs.photoroom.com/resources/pages/HApfqZOrLZgScroTLTtk#background.seed), so you will **not** get exactly the same results than the ones shown above {% endhint %} ```python import os import requests API_KEY = "YOUR_CLAID_AI_API_KEY" def remove_background(input_image_url): try: url = "https://api.claid.ai/v1-beta1/image/edit" payload = { "input": input_image_url, "operations": { "background": { "remove": True }, "resizing": { "width": 1024, "height": 1024, "fit": "bounds" } }, "output": { "format": "png" } } headers = { "Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) response.raise_for_status() data = response.json() tmp_url = data['data']['output']['tmp_url'] print(f"Background Removed: {tmp_url}") return tmp_url except requests.RequestException as e: print(f"Error: {str(e)}") return str(e) def generate_background(input_image_url, prompt, input_file_name, output_directory): try: url = "https://api.claid.ai/v1-ea/scene/create" payload = { "object": { "image_url": input_image_url, "placement_type": "original" }, "scene": { "prompt": prompt, "negative_prompt": "oversaturated, ugly, 3d, render, cartoon, grain, low-res, kitsch, text, lens, camera" } } headers = { "Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) response.raise_for_status() data = response.json() for index, variant in zip(range(1, 5), data['data']['output']): variant_url = variant['tmp_url'] response = requests.get(variant_url) response.raise_for_status() # To ensure the request was successful variant_file_name = os.path.join(output_directory, f"claid-ai-{input_file_name}-variant_{index}.png") with open(variant_file_name, 'wb') as f: f.write(response.content) print(f"Image downloaded and saved to {variant_file_name}") except requests.RequestException as e: print(f"Error: {str(e)}") return str(e) def process_image(input_image_url, prompt, input_file_name, output_directory): background_removed_url = remove_background(input_image_url) generate_background(background_removed_url, prompt, input_file_name, output_directory) def iterate_over(image_urls, prompts, file_names, result_directory): for image_url, prompt, file_name in zip(image_urls, prompts, file_names): process_image(image_url, prompt, file_name, result_directory) if __name__ == "__main__": # FOOD FOOD_IMAGES_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F1.jpg?alt=media&token=850ab5be-a503-40f1-a270-c7cdcc62bdeb", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F2.png?alt=media&token=9c6e5512-efb8-47bc-b45d-01cb5b00b698", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F3.jpg?alt=media&token=04851dba-83bc-4d24-9549-ad029a838c33", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F4.jpeg?alt=media&token=191746c4-c528-4e2f-9e04-e1cac0b8d4b9", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F5.jpeg?alt=media&token=97421dcf-14b0-4353-913e-03428341e274", ] FOOD_PROMPTS = [ "the image displays a plate of vegetables with succulents in the background. The image features a minimalistic and professional looking background.", "a chocolate cupcake with blue frosting on a white marbled tray, with a pastel coloured table in the background", "a plate of chicken wings and dipping sauces on a black scampered wooden table.", "the image displays a piece of bread with avocado and greens on top bathed in a golden light. It has been captured professionally, emphasizing the warm tones and gleaming highlights.", "the image displays a bowl with bread and vegetables foregrounded against a breathtaking mountain sunset. The object is set against a picturesque scene of a mountain during sunset.", ] FOOD_OUTPUT_DIRECTORY = "./output-claid-ai/food/" if not os.path.exists(FOOD_OUTPUT_DIRECTORY): os.makedirs(FOOD_OUTPUT_DIRECTORY) iterate_over(image_urls=FOOD_IMAGES_URLS, prompts=FOOD_PROMPTS, file_names=list(map(str, range(1, len(FOOD_IMAGES_URLS) + 1))), result_directory=FOOD_OUTPUT_DIRECTORY) # COSMETIC COSMETIC_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F1.jpeg?alt=media&token=837a3a2c-4621-44bc-84d7-ca1bafd7dad7", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F2.jpeg?alt=media&token=9327b3b6-68a6-4106-88cc-978afa5c048e", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F3.png?alt=media&token=6c25d2aa-4a11-4b00-bac6-b98f59289b5c", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F4.jpg?alt=media&token=be6075e1-b754-4f98-8937-cba8d234942d", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F5.jpg?alt=media&token=982083a1-b8df-40f7-88cc-c9185670f162", ] COSMETIC_PROMPTS = [ "the image displays a bottle with a pink substance surrounded by cherry blossom. The image features a minimalistic and professional looking background.", "the image displays a tube of false lashes in a bathroom. The image features a minimalistic and professional looking background.", "the image displays an orange plastic bottle with a pump top on a tropical beach on a bright day with a slightly blurred background of the ocean", "the image displays a tube of lotion on a cream marble countertop. The image features a minimalistic and professional looking background.", "the image displays a spray bottle sitting on top on a table with a beautiful orange yellow sunset where the clouds are brightly lit from the sunset and a field is in the background slightly blurry", ] COSMETIC_OUTPUT_DIRECTORY = "./output-claid-ai/cosmetic/" if not os.path.exists(COSMETIC_OUTPUT_DIRECTORY): os.makedirs(COSMETIC_OUTPUT_DIRECTORY) iterate_over(image_urls=COSMETIC_IMAGE_URLS, prompts=COSMETIC_PROMPTS, file_names=list(map(str, range(1, len(COSMETIC_IMAGE_URLS) + 1))), result_directory=COSMETIC_OUTPUT_DIRECTORY) # APPAREL APPAREL_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F1.jpeg?alt=media&token=462bd079-f084-4a97-bdf5-51e1ea6454a3", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F2.jpg?alt=media&token=7666a271-93c8-4fa5-bf46-e550f2832189", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F3.jpg?alt=media&token=3551ca21-e31a-4076-b810-1bc0aacbaceb", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F4.jpg?alt=media&token=4a2d0c5d-b44a-479f-bc35-64fcc3d3d366", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F5.jpeg?alt=media&token=4624dafe-959b-4bfc-b230-7785780abcf7", ] APPAREL_PROMPTS = [ "the image displays a jacket hanging on a wall standing against a baby blue background. The background is plain, textureless, doesn't have any discernible objects or patterns, and its color is baby blue", "a baseball cap on a baseball field, with a bright sun in the background", "a crocheted poncho on a fluffy blanket, with a soft green grass field in the background", "the image displays a group of three people standing set against an autumn-themed backdrop, captivating the essence of fall season.", "the image illustrates a person walking set against a breathtaking mountain view. It exudes a professionalism in composition and performance.", ] APPAREL_OUTPUT_DIRECTORY = "./output-claid-ai/apparel/" if not os.path.exists(APPAREL_OUTPUT_DIRECTORY): os.makedirs(APPAREL_OUTPUT_DIRECTORY) iterate_over(image_urls=APPAREL_IMAGE_URLS, prompts=APPAREL_PROMPTS, file_names=list(map(str, range(1, len(APPAREL_IMAGE_URLS) + 1))), result_directory=APPAREL_OUTPUT_DIRECTORY) # JEWELRY JEWELRY_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F1.jpg?alt=media&token=0afec946-38cf-4773-a96a-d0c158358557", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F2.jpg?alt=media&token=9b93ee57-9343-4611-8156-76c512149002", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F3.jpg?alt=media&token=925a455c-1b58-469d-95c7-7db4ff5ac61e", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F4.jpg?alt=media&token=c694560d-951d-4fe5-8390-a4c5df846f51", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F5.jpg?alt=media&token=38205d4d-ce4f-4168-9a91-94d872aed3fe", ] JEWELRY_PROMPTS = [ "the image displays a ring with a pink stone on a cream marble countertop. The image features a minimalistic and professional looking background.", "a long necklace on a black velvet cushion, with a cream stone wall in the background", "the image displays a pair of earrings on a green marble countertop. The image features a minimalistic and professional looking background.", "the image displays a pair of wedding rings sitting next to each other on a concrete countertop. The image features a minimalistic and professional looking background.", "the image displays a necklace in a cozy home. The image features a minimalistic and professional looking background.", ] JEWELRY_OUTPUT_DIRECTORY = "./output-claid-ai/jewelry/" if not os.path.exists(JEWELRY_OUTPUT_DIRECTORY): os.makedirs(JEWELRY_OUTPUT_DIRECTORY) iterate_over(image_urls=JEWELRY_IMAGE_URLS, prompts=JEWELRY_PROMPTS, file_names=list(map(str, range(1, len(JEWELRY_IMAGE_URLS) + 1))), result_directory=JEWELRY_OUTPUT_DIRECTORY) # PEOPLE PEOPLE_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F1.jpg?alt=media&token=5b57a70d-e94d-4056-8e48-2b8a2c296028", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F2.jpg?alt=media&token=f0e8a0bb-9fd7-4cc3-bd90-b5655321d46d", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F3.jpg?alt=media&token=37ade83a-611e-4346-b4fe-5ee484f69ea3", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F4.jpg?alt=media&token=3569a732-9be2-4b2d-b685-c55a1093fca8", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F5.jpg?alt=media&token=38875d9b-8f48-4bec-a30a-ca10be2b86d5", ] PEOPLE_PROMPTS = [ "a person standing with their eyes closed on an old, twisted brick wall, with a grey field in the background", "the image features a person walking on a boulder with a breathtaking mountain view in the background.", "the image displays a person wearing glasses and a green shirt with New York in the background. The overall scenery in the background is typical and instantly transports you to New York", "the image displays a person riding a skateboard set against an autumn-themed backdrop, captivating the essence of fall season.", "the image displays a person holding a suit case on a tropical beach on a bright day with a slightly blurred background of the ocean", ] PEOPLE_OUTPUT_DIRECTORY = "./output-claid-ai/people/" if not os.path.exists(PEOPLE_OUTPUT_DIRECTORY): os.makedirs(PEOPLE_OUTPUT_DIRECTORY) iterate_over(image_urls=PEOPLE_IMAGE_URLS, prompts=PEOPLE_PROMPTS, file_names=list(map(str, range(1, len(PEOPLE_IMAGE_URLS) + 1))), result_directory=PEOPLE_OUTPUT_DIRECTORY) ``` {% endtab %} {% tab title="Phot.ai API" %} {% hint style="info" %} Please note that: * Phot.ai requires to make a first API call to start the processing, then make a second call to fetch the result. This code sets a delay of 300 seconds before fetching the result to maximize the chances of the result being ready. * Phot.ai doesn't support [providing the seed of the random number generator](https://docs.photoroom.com/resources/pages/HApfqZOrLZgScroTLTtk#background.seed), so you will **not** get exactly the same results than the ones shown above {% endhint %} ```python import os import requests import time import concurrent.futures API_KEY = "YOUR_PHOT_AI_API_KEY" def generate_background(input_image_url, prompt): try: url = "https://prodapi.phot.ai/external/api/v2/user_activity/background-generator" payload = { "file_name": "my-image.jpg", "input_image_link": input_image_url, "prompt": prompt } headers = { "x-api-key": API_KEY, "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) response.raise_for_status() data = response.json() return data['order_id'] except requests.RequestException as e: print(f"Error: {str(e)}") return str(e) def download_results(order_id, input_file_name, output_directory): try: url = f"https://prodapi.phot.ai/external/api/v1/user_activity/order-status?order_id={order_id}" headers = { "x-api-key": API_KEY, } response = requests.get(url, headers=headers) response.raise_for_status() data = response.json() for index, output_url in zip(range(1, 5), data['output_urls']): response = requests.get(output_url) response.raise_for_status() # To ensure the request was successful variant_file_name = os.path.join(output_directory, f"phot-ai-{input_file_name}-variant_{index}.webp") with open(variant_file_name, 'wb') as f: f.write(response.content) print(f"Image downloaded and saved to {variant_file_name}") except requests.RequestException as e: print(f"Error: {str(e)}") return str(e) def process_image(input_image_url, prompt, input_file_name, output_directory): order_id = generate_background(input_image_url, prompt) print(f"order_id: {order_id}") time.sleep(300) # sleep while the results are generated download_results(order_id, input_file_name, output_directory) def iterate_over(image_urls, prompts, file_names, result_directory): with concurrent.futures.ThreadPoolExecutor(max_workers=5) as executor: for image_url, prompt, file_name in zip(image_urls, prompts, file_names): executor.submit(process_image, image_url, prompt, file_name, result_directory) if __name__ == "__main__": # FOOD FOOD_IMAGES_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F1.jpg?alt=media&token=850ab5be-a503-40f1-a270-c7cdcc62bdeb", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F2.png?alt=media&token=9c6e5512-efb8-47bc-b45d-01cb5b00b698", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F3.jpg?alt=media&token=04851dba-83bc-4d24-9549-ad029a838c33", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F4.jpeg?alt=media&token=191746c4-c528-4e2f-9e04-e1cac0b8d4b9", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F5.jpeg?alt=media&token=97421dcf-14b0-4353-913e-03428341e274", ] FOOD_PROMPTS = [ "the image displays a plate of vegetables with succulents in the background. The image features a minimalistic and professional looking background.", "a chocolate cupcake with blue frosting on a white marbled tray, with a pastel coloured table in the background", "a plate of chicken wings and dipping sauces on a black scampered wooden table.", "the image displays a piece of bread with avocado and greens on top bathed in a golden light. It has been captured professionally, emphasizing the warm tones and gleaming highlights.", "the image displays a bowl with bread and vegetables foregrounded against a breathtaking mountain sunset. The object is set against a picturesque scene of a mountain during sunset.", ] FOOD_OUTPUT_DIRECTORY = "./output-phot-ai/food/" if not os.path.exists(FOOD_OUTPUT_DIRECTORY): os.makedirs(FOOD_OUTPUT_DIRECTORY) iterate_over(image_urls=FOOD_IMAGES_URLS, prompts=FOOD_PROMPTS, file_names=list(map(str, range(1, len(FOOD_IMAGES_URLS) + 1))), result_directory=FOOD_OUTPUT_DIRECTORY) # COSMETIC COSMETIC_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F1.jpeg?alt=media&token=837a3a2c-4621-44bc-84d7-ca1bafd7dad7", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F2.jpeg?alt=media&token=9327b3b6-68a6-4106-88cc-978afa5c048e", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F3.png?alt=media&token=6c25d2aa-4a11-4b00-bac6-b98f59289b5c", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F4.jpg?alt=media&token=be6075e1-b754-4f98-8937-cba8d234942d", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F5.jpg?alt=media&token=982083a1-b8df-40f7-88cc-c9185670f162", ] COSMETIC_PROMPTS = [ "the image displays a bottle with a pink substance surrounded by cherry blossom. The image features a minimalistic and professional looking background.", "the image displays a tube of false lashes in a bathroom. The image features a minimalistic and professional looking background.", "the image displays an orange plastic bottle with a pump top on a tropical beach on a bright day with a slightly blurred background of the ocean", "the image displays a tube of lotion on a cream marble countertop. The image features a minimalistic and professional looking background.", "the image displays a spray bottle sitting on top on a table with a beautiful orange yellow sunset where the clouds are brightly lit from the sunset and a field is in the background slightly blurry", ] COSMETIC_OUTPUT_DIRECTORY = "./output-phot-ai/cosmetic/" if not os.path.exists(COSMETIC_OUTPUT_DIRECTORY): os.makedirs(COSMETIC_OUTPUT_DIRECTORY) iterate_over(image_urls=COSMETIC_IMAGE_URLS, prompts=COSMETIC_PROMPTS, file_names=list(map(str, range(1, len(COSMETIC_IMAGE_URLS) + 1))), result_directory=COSMETIC_OUTPUT_DIRECTORY) # APPAREL APPAREL_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F1.jpeg?alt=media&token=462bd079-f084-4a97-bdf5-51e1ea6454a3", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F2.jpg?alt=media&token=7666a271-93c8-4fa5-bf46-e550f2832189", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F3.jpg?alt=media&token=3551ca21-e31a-4076-b810-1bc0aacbaceb", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F4.jpg?alt=media&token=4a2d0c5d-b44a-479f-bc35-64fcc3d3d366", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F5.jpeg?alt=media&token=4624dafe-959b-4bfc-b230-7785780abcf7", ] APPAREL_PROMPTS = [ "the image displays a jacket hanging on a wall standing against a baby blue background. The background is plain, textureless, doesn't have any discernible objects or patterns, and its color is baby blue", "a baseball cap on a baseball field, with a bright sun in the background", "a crocheted poncho on a fluffy blanket, with a soft green grass field in the background", "the image displays a group of three people standing set against an autumn-themed backdrop, captivating the essence of fall season.", "the image illustrates a person walking set against a breathtaking mountain view. It exudes a professionalism in composition and performance.", ] APPAREL_OUTPUT_DIRECTORY = "./output-phot-ai/apparel/" if not os.path.exists(APPAREL_OUTPUT_DIRECTORY): os.makedirs(APPAREL_OUTPUT_DIRECTORY) iterate_over(image_urls=APPAREL_IMAGE_URLS, prompts=APPAREL_PROMPTS, file_names=list(map(str, range(1, len(APPAREL_IMAGE_URLS) + 1))), result_directory=APPAREL_OUTPUT_DIRECTORY) # JEWELRY JEWELRY_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F1.jpg?alt=media&token=0afec946-38cf-4773-a96a-d0c158358557", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F2.jpg?alt=media&token=9b93ee57-9343-4611-8156-76c512149002", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F3.jpg?alt=media&token=925a455c-1b58-469d-95c7-7db4ff5ac61e", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F4.jpg?alt=media&token=c694560d-951d-4fe5-8390-a4c5df846f51", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F5.jpg?alt=media&token=38205d4d-ce4f-4168-9a91-94d872aed3fe", ] JEWELRY_PROMPTS = [ "the image displays a ring with a pink stone on a cream marble countertop. The image features a minimalistic and professional looking background.", "a long necklace on a black velvet cushion, with a cream stone wall in the background", "the image displays a pair of earrings on a green marble countertop. The image features a minimalistic and professional looking background.", "the image displays a pair of wedding rings sitting next to each other on a concrete countertop. The image features a minimalistic and professional looking background.", "the image displays a necklace in a cozy home. The image features a minimalistic and professional looking background.", ] JEWELRY_OUTPUT_DIRECTORY = "./output-phot-ai/jewelry/" if not os.path.exists(JEWELRY_OUTPUT_DIRECTORY): os.makedirs(JEWELRY_OUTPUT_DIRECTORY) iterate_over(image_urls=JEWELRY_IMAGE_URLS, prompts=JEWELRY_PROMPTS, file_names=list(map(str, range(1, len(JEWELRY_IMAGE_URLS) + 1))), result_directory=JEWELRY_OUTPUT_DIRECTORY) # PEOPLE PEOPLE_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F1.jpg?alt=media&token=5b57a70d-e94d-4056-8e48-2b8a2c296028", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F2.jpg?alt=media&token=f0e8a0bb-9fd7-4cc3-bd90-b5655321d46d", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F3.jpg?alt=media&token=37ade83a-611e-4346-b4fe-5ee484f69ea3", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F4.jpg?alt=media&token=3569a732-9be2-4b2d-b685-c55a1093fca8", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F5.jpg?alt=media&token=38875d9b-8f48-4bec-a30a-ca10be2b86d5", ] PEOPLE_PROMPTS = [ "a person standing with their eyes closed on an old, twisted brick wall, with a grey field in the background", "the image features a person walking on a boulder with a breathtaking mountain view in the background.", "the image displays a person wearing glasses and a green shirt with New York in the background. The overall scenery in the background is typical and instantly transports you to New York", "the image displays a person riding a skateboard set against an autumn-themed backdrop, captivating the essence of fall season.", "the image displays a person holding a suit case on a tropical beach on a bright day with a slightly blurred background of the ocean", ] PEOPLE_OUTPUT_DIRECTORY = "./output-phot-ai/people/" if not os.path.exists(PEOPLE_OUTPUT_DIRECTORY): os.makedirs(PEOPLE_OUTPUT_DIRECTORY) iterate_over(image_urls=PEOPLE_IMAGE_URLS, prompts=PEOPLE_PROMPTS, file_names=list(map(str, range(1, len(PEOPLE_IMAGE_URLS) + 1))), result_directory=PEOPLE_OUTPUT_DIRECTORY) ``` {% endtab %} {% tab title="Bria.ai" %} ```python import os import requests API_KEY = "YOUR_BRIA_API_KEY" SEED = 117879368 def process_image(input_image_url, prompt, input_file_name, output_directory): try: url = "https://engine.prod.bria-api.com/v1/background/replace" payload = { "image_url": input_image_url, "sync": True, "bg_prompt": prompt, "negative_prompt": "oversaturated, ugly, 3d, render, cartoon, grain, low-res, kitsch, text, lens, camera", "refine_prompt": True, "num_results": 4, "seed": SEED } headers = { "api_token": API_KEY, "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers, timeout=300) response.raise_for_status() data = response.json() for index, result in zip(range(1, 5), data['result']): response = requests.get(result[0]) response.raise_for_status() # To ensure the request was successful variant_file_name = os.path.join(output_directory, f"bria-ai-{input_file_name}-variant_{index}.png") with open(variant_file_name, 'wb') as f: f.write(response.content) print(f"Image downloaded and saved to {variant_file_name}") except requests.RequestException as e: print(f"Error: {str(e)}") return str(e) def iterate_over(image_urls, prompts, file_names, result_directory): for image_url, prompt, file_name in zip(image_urls, prompts, file_names): process_image(image_url, prompt, file_name, result_directory) if __name__ == "__main__": # FOOD FOOD_IMAGES_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F1.jpg?alt=media&token=850ab5be-a503-40f1-a270-c7cdcc62bdeb", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F2.png?alt=media&token=9c6e5512-efb8-47bc-b45d-01cb5b00b698", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F3.jpg?alt=media&token=04851dba-83bc-4d24-9549-ad029a838c33", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F4.jpeg?alt=media&token=191746c4-c528-4e2f-9e04-e1cac0b8d4b9", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Ffood%2F5.jpeg?alt=media&token=97421dcf-14b0-4353-913e-03428341e274", ] FOOD_PROMPTS = [ "the image displays a plate of vegetables with succulents in the background. The image features a minimalistic and professional looking background.", "a chocolate cupcake with blue frosting on a white marbled tray, with a pastel coloured table in the background", "a plate of chicken wings and dipping sauces on a black scampered wooden table.", "the image displays a piece of bread with avocado and greens on top bathed in a golden light. It has been captured professionally, emphasizing the warm tones and gleaming highlights.", "the image displays a bowl with bread and vegetables foregrounded against a breathtaking mountain sunset. The object is set against a picturesque scene of a mountain during sunset.", ] FOOD_OUTPUT_DIRECTORY = "./output-bria-ai/food/" if not os.path.exists(FOOD_OUTPUT_DIRECTORY): os.makedirs(FOOD_OUTPUT_DIRECTORY) iterate_over(image_urls=FOOD_IMAGES_URLS, prompts=FOOD_PROMPTS, file_names=list(map(str, range(1, len(FOOD_IMAGES_URLS) + 1))), result_directory=FOOD_OUTPUT_DIRECTORY) # COSMETIC COSMETIC_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F1.jpeg?alt=media&token=837a3a2c-4621-44bc-84d7-ca1bafd7dad7", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F2.jpeg?alt=media&token=9327b3b6-68a6-4106-88cc-978afa5c048e", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F3.png?alt=media&token=6c25d2aa-4a11-4b00-bac6-b98f59289b5c", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F4.jpg?alt=media&token=be6075e1-b754-4f98-8937-cba8d234942d", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fcosmetic%2F5.jpg?alt=media&token=982083a1-b8df-40f7-88cc-c9185670f162", ] COSMETIC_PROMPTS = [ "the image displays a bottle with a pink substance surrounded by cherry blossom. The image features a minimalistic and professional looking background.", "the image displays a tube of false lashes in a bathroom. The image features a minimalistic and professional looking background.", "the image displays an orange plastic bottle with a pump top on a tropical beach on a bright day with a slightly blurred background of the ocean", "the image displays a tube of lotion on a cream marble countertop. The image features a minimalistic and professional looking background.", "the image displays a spray bottle sitting on top on a table with a beautiful orange yellow sunset where the clouds are brightly lit from the sunset and a field is in the background slightly blurry", ] COSMETIC_OUTPUT_DIRECTORY = "./output-bria-ai/cosmetic/" if not os.path.exists(COSMETIC_OUTPUT_DIRECTORY): os.makedirs(COSMETIC_OUTPUT_DIRECTORY) iterate_over(image_urls=COSMETIC_IMAGE_URLS, prompts=COSMETIC_PROMPTS, file_names=list(map(str, range(1, len(COSMETIC_IMAGE_URLS) + 1))), result_directory=COSMETIC_OUTPUT_DIRECTORY) # APPAREL APPAREL_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F1.jpeg?alt=media&token=462bd079-f084-4a97-bdf5-51e1ea6454a3", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F2.jpg?alt=media&token=7666a271-93c8-4fa5-bf46-e550f2832189", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F3.jpg?alt=media&token=3551ca21-e31a-4076-b810-1bc0aacbaceb", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F4.jpg?alt=media&token=4a2d0c5d-b44a-479f-bc35-64fcc3d3d366", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fapparel%2F5.jpeg?alt=media&token=4624dafe-959b-4bfc-b230-7785780abcf7", ] APPAREL_PROMPTS = [ "the image displays a jacket hanging on a wall standing against a baby blue background. The background is plain, textureless, doesn't have any discernible objects or patterns, and its color is baby blue", "a baseball cap on a baseball field, with a bright sun in the background", "a crocheted poncho on a fluffy blanket, with a soft green grass field in the background", "the image displays a group of three people standing set against an autumn-themed backdrop, captivating the essence of fall season.", "the image illustrates a person walking set against a breathtaking mountain view. It exudes a professionalism in composition and performance.", ] APPAREL_OUTPUT_DIRECTORY = "./output-bria-ai/apparel/" if not os.path.exists(APPAREL_OUTPUT_DIRECTORY): os.makedirs(APPAREL_OUTPUT_DIRECTORY) iterate_over(image_urls=APPAREL_IMAGE_URLS, prompts=APPAREL_PROMPTS, file_names=list(map(str, range(1, len(APPAREL_IMAGE_URLS) + 1))), result_directory=APPAREL_OUTPUT_DIRECTORY) # JEWELRY JEWELRY_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F1.jpg?alt=media&token=0afec946-38cf-4773-a96a-d0c158358557", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F2.jpg?alt=media&token=9b93ee57-9343-4611-8156-76c512149002", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F3.jpg?alt=media&token=925a455c-1b58-469d-95c7-7db4ff5ac61e", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F4.jpg?alt=media&token=c694560d-951d-4fe5-8390-a4c5df846f51", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fjewelry%2F5.jpg?alt=media&token=38205d4d-ce4f-4168-9a91-94d872aed3fe", ] JEWELRY_PROMPTS = [ "the image displays a ring with a pink stone on a cream marble countertop. The image features a minimalistic and professional looking background.", "a long necklace on a black velvet cushion, with a cream stone wall in the background", "the image displays a pair of earrings on a green marble countertop. The image features a minimalistic and professional looking background.", "the image displays a pair of wedding rings sitting next to each other on a concrete countertop. The image features a minimalistic and professional looking background.", "the image displays a necklace in a cozy home. The image features a minimalistic and professional looking background.", ] JEWELRY_OUTPUT_DIRECTORY = "./output-bria-ai/jewelry/" if not os.path.exists(JEWELRY_OUTPUT_DIRECTORY): os.makedirs(JEWELRY_OUTPUT_DIRECTORY) iterate_over(image_urls=JEWELRY_IMAGE_URLS, prompts=JEWELRY_PROMPTS, file_names=list(map(str, range(1, len(JEWELRY_IMAGE_URLS) + 1))), result_directory=JEWELRY_OUTPUT_DIRECTORY) # PEOPLE PEOPLE_IMAGE_URLS = [ "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F1.jpg?alt=media&token=5b57a70d-e94d-4056-8e48-2b8a2c296028", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F2.jpg?alt=media&token=f0e8a0bb-9fd7-4cc3-bd90-b5655321d46d", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F3.jpg?alt=media&token=37ade83a-611e-4346-b4fe-5ee484f69ea3", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F4.jpg?alt=media&token=3569a732-9be2-4b2d-b685-c55a1093fca8", "https://firebasestorage.googleapis.com/v0/b/photoroom-demos.appspot.com/o/api-benchmark%2Fai-backgrounds%2Fpeople%2F5.jpg?alt=media&token=38875d9b-8f48-4bec-a30a-ca10be2b86d5", ] PEOPLE_PROMPTS = [ "a person standing with their eyes closed on an old, twisted brick wall, with a grey field in the background", "the image features a person walking on a boulder with a breathtaking mountain view in the background.", "the image displays a person wearing glasses and a green shirt with New York in the background. The overall scenery in the background is typical and instantly transports you to New York", "the image displays a person riding a skateboard set against an autumn-themed backdrop, captivating the essence of fall season.", "the image displays a person holding a suit case on a tropical beach on a bright day with a slightly blurred background of the ocean", ] PEOPLE_OUTPUT_DIRECTORY = "./output-bria-ai/people/" if not os.path.exists(PEOPLE_OUTPUT_DIRECTORY): os.makedirs(PEOPLE_OUTPUT_DIRECTORY) iterate_over(image_urls=PEOPLE_IMAGE_URLS, prompts=PEOPLE_PROMPTS, file_names=list(map(str, range(1, len(PEOPLE_IMAGE_URLS) + 1))), result_directory=PEOPLE_OUTPUT_DIRECTORY) ``` {% endtab %} {% endtabs %} --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.photoroom.com/resources/ai-backgrounds-competitors-benchmark-claid.ai-phot.ai-bria.ai.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.