Various experiments on the CIFAR dataest to learn about image classification using deep learning
Here are is a summary of the results obtained:
| Model | Test Accuracy % | Runtime us/sample |
|---|---|---|
| Plain Neural Network | 44 | 66 |
| Convolutional Neural Network | 74.2 | 188 |
| CNN with Seperable Convolutions | 70 | 116 |
| CNN 64x3 | 82.9 | 255 |
| ResNet-20 | 91.9 | 412 |