All the tasks have been done with the FastAI and Pytorch module.
| DataSet | Accuracy | Model Name | Task |
|---|---|---|---|
| MNIST | 99.40% | ResNet18 | Classification |
| CIFAR100 | 82.03% | ResNet50 | Classification |
| Devanagari Handwritten Character Dataset | 99.1624% | ResNet18 | Classification |
| Arabic Hand Written Dataset | NaN% | ResNet18 | Classification |
These are not the final results. There is still scope of improvement.