AI E-commerce Image Processing Portal

I need an AI-powered web portal that lets me upload raw product photos, pick or auto-apply a different “camera cut”, and instantly receive a commercial-grade, high-resolution JPEG ready for an online storefront. Every file must come back at a minimum of 300 dpi (4K or higher) with no visible compression artifacts. The platform has to cope with scale, so batch processing is essential—drag-and-drop or zipped folders should queue hundreds of images at once without timing out. While high-resolution output is the top priority, I also want the code structured so background removal, colour correction/enhancement, and even object recognition modules can be switched on later; please design the pipeline with those hooks in mind. Preferred flow 1. Upload or API push of multiple images. 2. Server chooses or lets me choose an alternative viewpoint/crop (“camera cut”). 3. AI engine processes, saves, and returns one or more high-res JPEGs per source image. 4. Dashboard shows progress, queues, and download links. Tech notes Feel free to lean on Python, TensorFlow/PyTorch, OpenCV, or similar libraries, plus a modern front end (React or Vue) and cloud storage (S3, GCS, or equivalent). Clean, well-commented source code, deployment scripts, and concise setup documentation must accompany the final hand-off. Deliverables (acceptance criteria) • Web portal deployed on a test server and accessible via URL • Batch upload handling at least 250 images in a single job • Processed JPEG output at ≥300 dpi, ≥4K resolution, consistent colour profile • Admin dashboard with queue status, download links, and simple usage stats • Modular codebase showing clear extension points for background removal and other features • Source code repository, environment file, and read-me sufficient for one-click redeployment If anything in this brief is unclear, let me know early so we can lock the spec before development begins.

Projektin tunnus (ID): 40182948