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

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

Project Activity

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License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Operating Systems

Windows

Intended Audience

Science/Research

Programming Language

Python

Related Categories

Python Computer Vision Libraries, Python Object Detection Models, Python LLM Inference Tool

Registered

2025-01-06