Releases · farhanaugustine/IntegraPose

Corrected name mismatch in the main GUI
Updated environment.yml file
Other changes:

Project save functionality
Streamlined workflow
Annotation save functionality has been enhanced. Images that have saved annotations will now display the pose and behavior labels in the annotation window
Model Inference "Stop" not was added to halt the inferences without crashing the GUI
Webcam Tab was enhanced for real-time applications
Draw ROI tool is added (however, currently only processes one ROI per time). I will try to add capabilities for multi-ROI processing next.
Bout analytics is added to the main GUI for easy processing
Following hierarchical analysis processing philosophy, clustering can now be done in Tab 6 for multiple behaviors and for all tracks - facilitating multi-animal behavior exploration.
Average poses can be displayed per cluster to facilitate easy visual confirmation of cluster pose-features
Log tab is dedicated to displaying debug info - making trouble shooting easier. It also captures model training information and validation metrices. Reduces having to move back and forth between command terminal and the GUI
Numerous other minor Quality of Life (QOL) fixes. Including use of Numba for efficient machine code during clustering of large datasets

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