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cattle-identification

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AutoCattlogger

VADL-Purdue / AutoCattlogger

Star 12

Multi-cow tracking, identification, instant ID learning/unlearning system. Operates on videos or images. Datasets, model weights, and other tools are included. <cattle-recognition, cattle-tracking>

one-shot-learning pose-estimation video-analytics color-correction maskr-cnn few-shot-learning animal-identification animal-pose-estimation illumination-estimation hrnet detectron2 mmpose multi-illumination cattle-recognition precision-livestock-farming cattle-identification cattle-identity-registration cattle-tracking cattlog cow-identification
  • Updated Apr 28, 2026
  • Python

Adityay009 / Deep-Learning-Framework-for-Cattle-Identification-Segregation-and-Anomaly-Detection-

Star 0

Developed a deep learning-based cattle identification system using EfficientNet and cattle muzzle biometrics. Implemented similarity matching, K-Means clustering, and anomaly detection, achieving 99.46% Top-1 similarity accuracy and 88.02% segregation accuracy.

python machine-learning computer-vision deep-learning pytorch feature-extraction pca cosine-similarity transfer-learning kmeans-clustering anomaly-detection isolation-forest efficientnet livestock-monitoring cattle-identification
  • Updated May 22, 2026
  • Python

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