Dog Cat Classifier

cover

Download Dataset

from here!

Repository Structure

┌── requirements.txt
├── test/
│   ├── ...
|   └── .jpg
├── train/
|   ├── cat/
│   │   ├── ...
|   │   └── .jpg
│   └── dog/
│       ├── ...
|       └── .jpg
├── models/
├── dataset.py
├── infer.py
├── main.py
├── random_erasing.py
└── train.py

Open GUI

python main.py

gui

Training Model

python train.py
  • We use ResNet50 as pretrained model.

Random Erasing Showcase

check here

Tensorboard

img