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Go beyond the notebook and put vision models where they matter: in the factory, on the drone, at the edge. Starting with dataset curation and YOLO-v8 fine-tuning, you’ll compress models with ONNX/TensorRT, serve them through NVIDIA Triton, and deploy to Jetson or KServe with auto-scaling GPUs. The capstone—an end-to-end detection or segmentation system—gives you portfolio proof for Computer-Vision or Edge-AI roles in manufacturing, mining, retail, and robotics.
Go beyond the notebook and put vision models where they matter: in the factory, on the drone, at the edge. Starting with dataset curation and YOLO-v8 fine-tuning, you’ll compress models with ONNX/TensorRT, serve them through NVIDIA Triton, and deploy to Jetson or KServe with auto-scaling GPUs. The capstone—an end-to-end detection or segmentation system—gives you portfolio proof for Computer-Vision or Edge-AI roles in manufacturing, mining, retail, and robotics.