Python 3.10 · TensorFlow/Keras · CNN training & inference projects

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Close-up of a fabric swatch with a flagged weft slub defect, alongside a detection results table and a defect class distribution pie chart for the Fabric Defect Detection using CNN project.

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Fabric Defect Detection using CNN

This project builds a CNN classifier that detects weaving defects in textile images for automated quality checks. Trained on...

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Illustration of railway tracks next to a CNN fault-inspection report panel showing detection metrics, a bar chart of defect counts, and sample fault classifications with confidence scores.

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Railway Track Fault Detection using CNN

This project builds a CNN-based visual inspector that flags visible surface faults in railway track photographs. Trained on t...

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