GitHub - salehrayan/Fish-tracking-and-counting-project: Fish detection and tracking using image processing.

Personal fingerling fish tracking and counting project, using kalman filter and global nearest neighbour assigning.

Python implementation sample:

Not perfect, performs poorer as fishes overlap more and more.

Smoother MATLAB implementation:

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
.idea		.idea
__pycache__		__pycache__
another approach		another approach
.gitignore		.gitignore
CNN_test.py		CNN_test.py
Matlab_demo.avi		Matlab_demo.avi
Matlab_demo.gif		Matlab_demo.gif
Matlab_demo_old.gif		Matlab_demo_old.gif
Object_tracking.m		Object_tracking.m
README.md		README.md
bestmodelcheckpoint.pth		bestmodelcheckpoint.pth
blob_detection.py		blob_detection.py
demo_of_foreground_segmentation.py		demo_of_foreground_segmentation.py
gif.m		gif.m
kalman_filter_test1.py		kalman_filter_test1.py
machine_learning.py		machine_learning.py
matlab_detection.m		matlab_detection.m
playgound1.m		playgound1.m
playground_1.py		playground_1.py
python_implementation.gif		python_implementation.gif
python_implementation_old.gif		python_implementation_old.gif
record.py		record.py
utils.py		utils.py

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