Opportunity Description
Objective: Integrate a photorealistic, Zero-Shot Virtual Try-On pipeline into an existing Flutter/Python e-commerce stack.
Technical Stack Requirements
AI/ML: Experience with IDM-VTON, Cat-VTON, or OOTDiffusion. Mastery of Stable Diffusion (ControlNet/IP-Adapter) is mandatory.
Computer Vision: Expertise in MediaPipe or OpenPose (pose estimation) and DensePose (surface mapping).
Backend: Python (FastAPI/PyTorch), gRPC/REST, and CUDA optimization.
Frontend Integration: Flutter (Dart) for image handling and state management.
Key Deliverables
The Zero-Retrain Pipeline: A model that accepts a flat garment image and a user photo to produce a drape-accurate result without per-SKU training.
Latency Optimization: Implementation of TensorRT or AITemplate to bring inference time under 3 seconds on NVIDIA A10/L4 GPUs.
The Bulk Onramp: An automated preprocessing script (background removal + mask generation) for your new catalog items.
Pay: ₹474,793.58 - ₹1,50...
Technical Stack Requirements
AI/ML: Experience with IDM-VTON, Cat-VTON, or OOTDiffusion. Mastery of Stable Diffusion (ControlNet/IP-Adapter) is mandatory.
Computer Vision: Expertise in MediaPipe or OpenPose (pose estimation) and DensePose (surface mapping).
Backend: Python (FastAPI/PyTorch), gRPC/REST, and CUDA optimization.
Frontend Integration: Flutter (Dart) for image handling and state management.
Key Deliverables
The Zero-Retrain Pipeline: A model that accepts a flat garment image and a user photo to produce a drape-accurate result without per-SKU training.
Latency Optimization: Implementation of TensorRT or AITemplate to bring inference time under 3 seconds on NVIDIA A10/L4 GPUs.
The Bulk Onramp: An automated preprocessing script (background removal + mask generation) for your new catalog items.
Pay: ₹474,793.58 - ₹1,50...
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