Iranian vehicle make and model recognition (VMMR)
This project was assigned to me as my bachelor project in the Isfahan university of technology of Iran.
The project is named as Iranian vehicle make and model recognition (VMMR) using the BVMMR dataset v2 which was given to me by Dr. Mohsen Biglari from Shahrood University of Technology (SUT).
- Firstly, I tried to make my dataset COCO compatible format for furthur stages of my coding implementation.
- Mask R-CNN model is then applied to the dataset which was trained from scratch.
- RetinaNet model was trained using the transfer learning method.
Needless to say, due to dataset privacy agreement I cannot share the dataset here and I just show the model results.
- Computer Vision (CV)
- Object detection
- Object recognition
- Mask R-CNN
- RetinaNet
- Deep Learning
MIT License
Copyright (c) [2020] [Shakib Yazdani]
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