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Autonomous driving perception including segmentation and detection.

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KarlXiao/AutonomousDriving

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AutonomousDriving

Autonomous driving perception including segmentation and detection.

.
├── chcekpoint
|   └── *
├── config
├── core
|   ├── models
|   └── *.py
├── data
|   └── BDD100K
├── runs
|   └── *
├── tool
|   └── *.py
├── *.py
├── LICENSE
└── README.md

Dataset used in this project is BDD100K, check license

Model

Use GAN loss as segmentation loss

Train

cls_loss.png dis_loss.png loc_loss.png seg_loss.png

Result

0.jpg 1.jpg 2.jpg 3.jpg 4.jpg 5.jpg 6.jpg 7.jpg 8.jpg 9.jpg

License

Permission to use, copy, modify, and distribute this software and its documentation for educational, research, and not-for-profit purposes.

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