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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 ( Sole Authors )
Features
- Single/Multiple Pre-recorded or Live Video Input
- Generate Centroid Graph, Heat Map and Line Path
- Single Spreadsheet with All Calculated Parameters
- Option to Train User Specific AI Models
- Pre-trained models - OFAI 160, 320 and 640 for inference
- Automatic Detection of Central and Peripheral region
- Manual Drawing of ROI
Project Samples
License
GNU General Public License version 3.0 (GPLv3)Follow OpenFieldAI - AI Open Field Test Tracker
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