Computer Vision & ML
Image Classification with PyTorch
CNN image classifier in PyTorch fine-tuning a pretrained ResNet-18 backbone on the CIFAR-10 dataset with data augmentation and learning-rate schedulers.
Key Architectural & System Features
Built and trained CNN classifier fine-tuning pretrained ResNet-18
Applied data augmentation and learning-rate scheduler
Evaluated performance using accuracy metrics and detailed confusion matrix
Technologies & Tools Stack
PyTorchCNNResNetCIFAR-10