GitHub

YOLOv12-BoT-SORT-ReID

The combination of YOLOv12 and BoT-SORT demonstrates strong object detection and tracking potential yet remains underexplored in current literature and implementations. [1] Jocher, Glenn, et al.
Frontiers

SARTAB, a scalable system for automated real-time behavior detection based on animal tracking and Region Of Interest analysis: validation on fish courtship behavior

Methods from Machine Learning (ML) and Computer Vision (CV) have proven powerful tools for quickly and accurately analyzing behavioral recordings. The computational complexity of these techniques, ...
Frontiers

Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head

The number of wheat spikes has an important influence on wheat yield, and the rapid and accurate detection of wheat spike numbers is of great significance for wheat yield estimation and food security.
GitHub

PyImageSearch CV/DL CrashCourse

The development environment configuration was based on the following guide How to install TensorFlow 2.0 on Ubuntu from PyImageSearch blog. However, you can check the environment.yml or ...