https://github.com/hiejulia/computer-vision
https://github.com/hiejulia/computer-vision
Last synced: 6 months ago
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- Host: GitHub
- URL: https://github.com/hiejulia/computer-vision
- Owner: hiejulia
- Created: 2020-04-11T09:31:03.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2020-04-19T16:50:10.000Z (over 5 years ago)
- Last Synced: 2025-02-08T21:46:22.831Z (8 months ago)
- Language: Dockerfile
- Size: 1.33 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Computer-Vision
- image manipulation
- AR
- Object tracking
- 3D scene reconstruction
### Tech stack
- OpenCV
- Python
- numpy
- docker
# Detect and track objects
- Simple Online and Realtime Tracking algorithms (SORT)
- track detected objects
- Kalman filter (time series)
- detect object with SSD
- Implement SORT algorithm
- Real time transport control protocol
### Profiling and accelerating
- bottleneck
- `pyinstrument`
- accelerate with Numba
- optimized code compiler
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### How to run
- without GPU acceleration
- with GPU CUDA accceleration
#### resource
- https://www.xquartz.org/