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Final-year project topics built with preprocessing — working builds, abstracts and honest quotation pricing.

Vision-Based Fire Detection using CNN - project prototype demo screenshot
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Vision-Based Fire Detection using CNN

A vision-based fire detector that watches indoor camera feeds for flames. A transfer-learned CNN fine-tuned on public flame i...

PyTorch Python 3.10 Grad-CAM overlays)
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