namndh / CIFAR10_classification_resnet

Image Classifier - CIFAR10 - ResNets

Environments

• python3.5
• virtualenv

Dependencies

• Active virtual environment
• Install and dependencies and requirements: pip install -r requirements.txt

Models:

• ResNets - self-implemented based on size of input image (32x32)

Results:

• Accuracy: 87.2% - ResNet34, SGD (init_lr = 0.01)

to-do:

• Hypertunning to increase acc.