Image Classification on famous Cats vs. Dogs dataset.
Dataset downloaded from Kaggle Competition: Dogs vs. Cats.
Model was based on pretrained ResNet34.
- PyTorch - everything related to model training pipeline
- sckit-learn - data split, metrics calculation
- matplotlib - visualization
- numpy - some minor data transformation during training/validation process
- pandas - data exploration
- Image.PIL - image processing and plotting
- tqdm - training/validation progressbar