IranianCar_Detector_Classifier

In this work, we have a set of 5 cars for which we want to develop classifiers and detectors.

Collection of cars on the list now:

1. Iran Khodro Dena and Dena Plus
2. Kia Cerato
3. Mazda 3N and Mazda 3
4. Peugeot 206
5. Saipa Saina

This is done voluntarily. To collect data, car sales websites (e.g. : شیپور) have been used, which have been collected via web crawling.

for classifing bellow models are used :

1. my own CNN model
2. MobileNetV2 pre-trained model
3. YOLO-v4 tiny

for detection bellow model is used:

YOLO-v4 tiny

we have some conditions on our models :

1. CNN model can't has more than 2M parameters
2. MobileNetV2 model can't has more than 3M parameters
3. YOLO model can't has more than 6M parameters