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ONNX Runtime projects
Final-year project topics built with ONNX Runtime — working builds, abstracts and honest quotation pricing.
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Fire and Smoke Detection from CCTV using CNN
This project fine-tunes YOLOv8 on the D-Fire dataset (~21,500 images with fire and smoke bounding boxes) to detect fire and s...
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Built to order
Parking Lot Occupancy Detection using Computer Vision
This project trains a CNN bay-classifier on the PKLot dataset (12,417 lot images, ~696,000 segmented parking spaces) to mark...
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Built to order
Two-Wheeler Helmet Detection from Traffic CCTV using YOLO
This project fine-tunes YOLOv8 on a ~12,000-image helmet dataset to detect two-wheeler riders in traffic CCTV and classify ea...
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