ResNet-8 CIFAR-10 Classifier

This repository implements a ResNet-8 architecture for image classification on the CIFAR-10 dataset using PyTorch.

📚 Description

The CIFAR-10 dataset consists of 60,000 RGB images (32x32 pixels) across 10 classes:

• Airplane
• Automobile
• Bird
• Cat
• Deer
• Dog
• Frog
• Horse
• Ship
• Truck

🔑 Key Highlights:

• Implementation of a custom ResNet-8 architecture optimized for CIFAR-10.
• Training and evaluation pipelines using PyTorch.
• Visualization of training performance and model predictions.

🛠️ Dependencies

• Python 3.x
• PyTorch
• TorchVision
• Matplotlib

Install dependencies using:

pip install torch torchvision matplotlib