https://github.com/amanfoundongithub/alexnet
Implemented Alex Net, a 2003 CNN model that won ImageNet 2003
https://github.com/amanfoundongithub/alexnet
alexnet cifar100 pytorch
Last synced: 6 months ago
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Implemented Alex Net, a 2003 CNN model that won ImageNet 2003
- Host: GitHub
- URL: https://github.com/amanfoundongithub/alexnet
- Owner: amanfoundongithub
- License: mit
- Created: 2024-08-22T16:41:38.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-28T06:30:06.000Z (11 months ago)
- Last Synced: 2025-02-05T06:45:30.291Z (8 months ago)
- Topics: alexnet, cifar100, pytorch
- Language: Python
- Homepage:
- Size: 5.86 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
AlexNet on CIFAR-100 Dataset
---
Trained an AlexNet on CIFAR-100 dataset.
The results are as follows for the fully trained model:
```
Avg training loss : 0.522764069840312
Training accuracy : 83.37 %
Avg validation loss : 1.4082968754768372
Validation accuracy : 64.53 %
```
Test Results:
```
Final Test loss : 1.4020623059272765
Final Testing accuracy : 64.25 %
```
Pre trained model could be downloaded from [here](https://iiitaphyd-my.sharepoint.com/:f:/g/personal/aman_r_students_iiit_ac_in/Em3zpNu9-EhHjorNt-bLNj0B61936YzO_O5UMfwum89MJw?e=Nevcwr) for Alex Net on CIFAR-100 dataset