https://github.com/saurabhjalendra/deeplearning-cifar10-classifier
Deep learning-based image classifier for the CIFAR-10 dataset using MLP, CNN, and transfer learning approaches. Achieves 91.7% accuracy with MobileNetV2 transfer learning. Includes data preprocessing, model implementation, and comprehensive evaluation.
https://github.com/saurabhjalendra/deeplearning-cifar10-classifier
cifar10 computer-vision convolutional-neural-networks deep-learning image-classification image-processing tensorflow transfer-learning
Last synced: about 2 months ago
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Deep learning-based image classifier for the CIFAR-10 dataset using MLP, CNN, and transfer learning approaches. Achieves 91.7% accuracy with MobileNetV2 transfer learning. Includes data preprocessing, model implementation, and comprehensive evaluation.
- Host: GitHub
- URL: https://github.com/saurabhjalendra/deeplearning-cifar10-classifier
- Owner: SaurabhJalendra
- Created: 2025-03-29T06:56:20.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-29T07:05:12.000Z (about 1 year ago)
- Last Synced: 2025-03-29T08:19:35.483Z (about 1 year ago)
- Topics: cifar10, computer-vision, convolutional-neural-networks, deep-learning, image-classification, image-processing, tensorflow, transfer-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 2.13 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0