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Python 3.10 · PyTorch · transfer learning projects

Final-year project topics built with Python 3.10 · PyTorch · transfer learning — working builds, abstracts and honest quotation pricing.

Field photo of an insect pest on a leaf alongside the demo app interface showing the predicted pest identity with confidence scores.
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Insect Pest Identification using CNN

This project builds an image-classification system that identifies crop insect pests from field photographs. A transfer-learn...

Matplotlib · Seaborn · training curves Python 3.10 · PyTorch · transfer learning torchvision · PIL · OpenCV · image preprocessing
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Demo interface showing a car photo with the predicted damage assessment and an estimated repair-cost panel.
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Vehicle Damage Assessment using CNN

This project builds a transfer-learning CNN that categorizes visible car damage — dent, scratch, cracked bumper, broken headl...

Matplotlib · Seaborn · training curves Python 3.10 · PyTorch · transfer learning torchvision · PIL · OpenCV · image preprocessing
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