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https://github.com/bunu23/image-classification
This repository contains a notebook implementing a Convolutional Neural Network for multi-class image classification using transfer learning with a pre-trained ResNet-50 model. Covers dataset handling, model architecture customization, training, evaluation, fine-tuning, and external image prediction.
https://github.com/bunu23/image-classification
keras matplotlib numpy pil python tensorflow
Last synced: 15 days ago
JSON representation
This repository contains a notebook implementing a Convolutional Neural Network for multi-class image classification using transfer learning with a pre-trained ResNet-50 model. Covers dataset handling, model architecture customization, training, evaluation, fine-tuning, and external image prediction.
- Host: GitHub
- URL: https://github.com/bunu23/image-classification
- Owner: bunu23
- Created: 2024-06-03T21:53:37.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2024-07-10T04:02:54.000Z (7 months ago)
- Last Synced: 2024-11-23T02:27:07.177Z (3 months ago)
- Topics: keras, matplotlib, numpy, pil, python, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 1.64 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0