https://github.com/clementsan/cnn-image-classification-parallel

AI-based image classification via parallel CNN networks
https://github.com/clementsan/cnn-image-classification-parallel

cnn-model deep-learning image-classification neural-network parallel-algorithm pytorch

Last synced: 7 months ago
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AI-based image classification via parallel CNN networks

• Host: GitHub
• URL: https://github.com/clementsan/cnn-image-classification-parallel
• Owner: clementsan
• Created: 2023-12-15T20:41:14.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-12-19T17:33:48.000Z (almost 2 years ago)
• Last Synced: 2025-02-04T13:03:32.633Z (8 months ago)
• Topics: cnn-model, deep-learning, image-classification, neural-network, parallel-algorithm, pytorch
• Language: Python
• Homepage:
• Size: 45.9 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# AI-based image classification via parallel CNN networks

Image classification tasks via parallel CNN networks, leveraging multiple input data

## Analysis tasks

### Image preprocessing

  - Generate input CSV file from data folder structure

### Image analysis

  - Neural network training and testing

## Notes

### Neural networks

Use of parallel ResNet models

### Deep learning library

Use of pytorch