Lithuania

Objective: Develop an AI-powered feature for a website or app that allows users to upload a picture of a watch (RAW PNG picture). The system will then generate a new image where the uploaded watch is superimposed onto a woman’s hand (PLEASE LOOK AT SAMPLE PICTURES ATTACHED). This will help potential customers visualize the watch’s size and fit in a realistic manner.Requirements:1.&nbsp;&nbsp;Image Upload Interface:•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Provide a user-friendly interface for uploading watch images.•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Implement file type and size validation for the uploaded images.2.&nbsp;&nbsp;Image Processing Backend:•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Develop or integrate an image processing algorithm capable of detecting the watch in the uploaded image.•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Ensure the algorithm can isolate the watch from potentially cluttered backgrounds.3.&nbsp;&nbsp;AI Model for Image Generation:•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Utilize a pre-trained model or develop a custom model that can generate images of a woman’s hand, styled appropriately for displaying a watch.•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The model should adjust lighting, shadows, and perspective to make the watch appear naturally on the hand.4.&nbsp;&nbsp;Superimposition Logic:•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Design an algorithm to superimpose the uploaded watch image onto the generated image of the woman’s hand.•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Ensure seamless integration of the watch onto the hand, paying attention to scale, angle, and orientation.5.&nbsp;&nbsp;Result Presentation:•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Display the final composite image to the user.•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Provide options to download or share the generated image on social media or other platforms.6.&nbsp;&nbsp;Testing and Optimization:•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Conduct extensive testing to ensure the system works accurately across various watch styles and sizes.•&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Optimize the process for speed and quality to enhance user experience.&nbsp;Technologies to Consider:•&nbsp;&nbsp;Frontend: HTML, CSS, JavaScript (with frameworks like React or Angular for a responsive interface)•&nbsp;&nbsp;Backend: Python or Node.js•&nbsp;&nbsp;AI and Image Processing: TensorFlow, PyTorch, OpenCV, or commercial APIs like DeepAI or Algorithmia•&nbsp;&nbsp;Hosting and Deployment: AWS.Security Measures:•&nbsp;&nbsp;Implement secure file handling and storage practices.•&nbsp;&nbsp;Ensure compliance with privacy laws and regulations regarding user data.User Experience Enhancements:•&nbsp;&nbsp;Provide real-time previews of the uploaded watch.•&nbsp;&nbsp;Offer guidance for optimal image upload (e.g., tips on lighting, angle, background). SAMPLE PICTURES PROVIDED THAT WAS GENERATED WITH AI.

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AI powered app that allows user to upload a picture of a watch to generate a customized image

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