18th Challenge Cup National College Students' Extracurricular Academic Science and Technology Works Competition - "Revealing the List and Taking Command" Special Competition · Huawei Cloud Track Second Prize
The cloud-based ranking algorithm utilizes yolov5 + Openvino + Huawei Cloud ModelArts. It employs binary search and divide-and-conquer algorithms for optimization, allowing for the detection of fatigue states' start and end times without traversing the entire video.
The edge-side (Jetson TX2 NX) algorithm uses Deepstream (C/C++ 6.0.1) + yolov5. Specific implementation codes include:
These implementations are in C/C++, as the Python implementation, according to NVIDIA, is currently unfeasible.
Refer to the technical documentation in this directory for detailed implementation.
Team Name: The Big Radish of the Production Team
Program Leader: Gongbo Zhang
Directors: Jian Zhou, Fei Wu
Teammates: Shuming Guo, Luran Lv, Aolin Zhang, Xingyu Chen, Jintian Wu, Yufan Jia, Zheyu Zhou, Jiahao Zhang, Jinshen Zhang
Acknowledgments: Minhan Tang, Yongye Lai, Haoyu Deng, Shiyu Zhang
🔥Nov 26 2024: Congratulations to Yongye Lai, Xuejia Chen et al for winning the Grand Prize in the 19th Challenge Cup National College Students' Extracurricular Academic Science and Technology Works Competition - "Revealing the List and Taking Command" Special Competition · Huawei Track!
This project is released under the Apache 2.0 license.
Copyright 2023 Gongbo Zhang
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