AI for background removal
$400-1000 USD
Paid on delivery
AI for Background Removal for E-commerce 3D Product Listing
We require an AI model capable of seamlessly distinguishing products from their backgrounds, even when colors are closely matched or complex blending occurs. This model should offer superior performance compared to existing solutions, avoiding common pitfalls such as edge blurring and inaccurate background separation due to shadows or color variations.
- Purpose: The purpose of the background removal is for E-commerce product listing.
- Image Types: The AI will need to process both people and objects.
- Bulk Processing: The AI should be able to handle bulk processing.
Key Requirements:
-Advanced Image Segmentation: Develop an AI model that excels in pixel-perfect image segmentation. It must be able to accurately differentiate products from their backgrounds, even when faced with challenging scenarios like similar colors, shadows, or color-changing backgrounds.
-Hair and Transparency Handling: Our model should excel at isolating intricate elements like hair and transparent objects. It must flawlessly handle scenarios where fine details like individual hairs or see-through materials are involved.
-Background Differentiation: The AI should accurately distinguish between solid images and see-through images. If a see-through image is used, the AI should be capable of removing the background within the transparent areas, maintaining a consistent and professional appearance.
-Bulk Processing: Implement the capability for the AI to process images in bulk. It should be able to efficiently process up to 100 images at once, maintaining consistent and accurate results across the batch.
-Constant Usage in 3D Image Creation: It's important to note that this AI will be employed within a 3D image creation environment, where it will be frequently utilized to process a substantial volume of images. The AI's efficiency, speed, and accuracy in this context are paramount to its success.
-Demo Trial Phase: During the demo trial phase, we expect a demonstration of the AI's capabilities. This will be a pivotal step to ensure that the AI meets our requirements and performs as expected.
-Full Ownership and Integration: Upon completion of the demo trial phase, the AI and its associated code will be transferred to us, giving us full ownership rights.
-Post-Purchase Support: We require a period of post-purchase support to address any potential issues that may arise during the integration phase or subsequent usage.
Desired Deliverables:
-AI Model: Provide the fully trained AI model that meets the outlined specifications. This model should be able to perform image background removal with exceptional accuracy and efficiency.
-Ready-to-Use State: We anticipate the AI model to be delivered in a highly user-friendly and easily deployable state. This means that after the successful demo trial phase, we expect to receive an AI model that is not only powerful but also conveniently ready to be integrated into our workflow with minimal technical hurdles.
-Integrable App (Optional): If possible, deliver an integrable application with a user-friendly interface. This app should leverage the AI model's capabilities for easy and efficient background removal. Note that this feature is optional; if not possible, a detailed guide on using the model in various environments will suffice.
-Source Code: Deliver the source code of the AI model, ensuring that we have the flexibility to incorporate it into our workflow or system.
In your proposal, please provide details on your experience with image processing AI development, examples of similar projects you've undertaken, the technologies you intend to use, and an estimated timeline for completing the project.
Ideal Skills and Experience:
- Strong background in AI and machine learning.
- Proficiency in image processing and computer vision.
- Experience in developing algorithms for background removal.
- Familiarity with E-commerce platforms and requirements.
- Ability to handle bulk processing efficiently.
If you are confident in your ability to deliver an AI model that meets our stringent requirements and are excited about this challenging opportunity, please submit your proposal. We look forward to collaborating with a skilled developer who shares our vision for excellence in image processing.
Project ID: #37103795
About the project
43 freelancers are bidding on average $806 for this job
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Dear Client, We hope this proposal finds you in good health. Allow us to introduce ourselves - we are N&T Negocios y Tecnologias s.r.l., a leading IT development company with a 20-year track record in the industry. Ov More
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