水下影像之魚體即時偵測及追蹤

Avatar of 謝宜靜.
Avatar of 謝宜靜.

水下影像之魚體即時偵測及追蹤

Deep Learning Algorithm Engineer | Carnegie Mellon University MS ECE '22
Taiwan

https://drive.google.com/file/d/1Uy_aSi8qU6xbX8sE_KmP_AdF6ugtY2Qy/view?usp=sharing

  

Automatic Fish Detection and Tracking in Underwater Videos 09/2017 - 08/2018 Advisor: Dr. Jung-Hua Wang · Re-trained the Faster-RCNN-Inception-V2-COCO model from Google's TensorFlow Object Detection API and employed OpenCV with Python to detect and track fish in complex, changeable underwater environments from recorded video clips · Collected and labeled fish pictures manually to create a custom training dataset · Calculated the FPS to evaluate the model performance ˙ https://yijing-sie.github.io/#project
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Published: Oct 14th 2022
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Tools

tensorflow
TensorFlow
python
Python

Machine Learning
Detection
Tracking

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