AI Garment Visualization Web Tool

I’m building a web-based application that lets fashion brands and retailers drop a JPEG or PNG of any garment into the browser and instantly see that item rendered on a library of pre-trained human models in multiple poses and styles. The core of the product relies on machine-learning driven image-to-image translation, so I’m looking for someone who is equally comfortable training models (TensorFlow, PyTorch, or similar) and shaping a clean front-end experience (React, Vue, or plain JavaScript/HTML5).

Here’s what I need you to deliver:
• A fully functional web interface where users can upload JPEG or PNG files, preview results, and download the final composite.
• A backend pipeline that handles preprocessing (masking, alignment, colour correction), inference through your custom model, and post-processing to maintain garment fidelity.
• The trained model itself along with all training scripts, dataset preparation notes, and clear instructions for future fine-tuning.
• Deployment to a cloud host of your choice (AWS, GCP, or similar) with reproducible setup docs and environment files.

Acceptance criteria
• Garment rendered on at least three predefined model poses with consistent lighting and realistic drape.
• Processing time per image under 30 seconds on a single GPU instance.
• UI tested on the latest Chrome, Firefox, and Safari without layout issues.

If you have previous work in fashion tech or virtual try-on, include links or demos so I can jump straight into evaluating fit. Looking forward to seeing how you can bring this idea to life.