Build model CNN for Detection Color Car

1. Architecture

Implementation paper with pytorch
Custorm with metrics F1-score, Early Stopping, Scheduler learning rate.
You can try with mobinet or resnet18. But it using pretrain not neccessary for simple classification.

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
dataloader		dataloader
dataset		dataset
eval		eval
image		image
model		model
train		train
.gitignore		.gitignore
1.training.ipynb		1.training.ipynb
2.eval.ipynb		2.eval.ipynb
3.infer.ipynb		3.infer.ipynb
configs.py		configs.py
readme.md		readme.md
requirements.txt		requirements.txt
train_mobilenet_v2.ipynb		train_mobilenet_v2.ipynb
train_resnet18.ipynb		train_resnet18.ipynb
utils.py		utils.py