Experiment and Comparison on Traditional CNN model
- Led a team of 2 to perform image classification with AlexNet, ResNet-18 on Cifar-10 Dataset in PyTorch.
- Analyzed performance of different parameters, layers on network model, and optimization methods.
- Achieved 92% accuracy with ResNet-18 (Pre-Trained) on Cifar-10 Dataset.
- Download paper here