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OpenFieldAI is an AI based Open Field Test Rodent Tracker
OpenFieldAI use AI-CNN to track rodents movement with pretrained OFAI models , or user could create their own model with YOLOv8 for inferencing. The software generates Centroid graph, Heat map and Line path and a spreadsheet containing all calculated parameters like
- Speed
- Time in and out of ROI
- Distance
- Entries/Exits
for single/multiple pre-recorded videos or live webcam video.
The ROI is assigned automatically in multiple video input , and can be manually given in single input.
- For Queries/ Reporting Bugs, contact: kabeermuzammil614@gmail.com
- Available on WIndows OS
- Software Authorship - Muzammil Kabier and Shamili Mariya Varghese
A real-time approach for mapping all human pixels of 2D RGB images
...DensePose is widely used in augmented reality, motion capture, virtual try-on, and visual effects applications because it enables real-time 3D human mapping from 2D inputs. The model architecture builds on Mask R-CNN, using additional regression heads to predict UV coordinates that map image pixels to 3D surfaces.