Cattle Barrier V1.0 -

Developed through extensive consultation with veterinarians, producers, and scientific experts to ensure a comprehensive animal welfare framework.

Uses the YOLOv11 model for real-time cattle identification, achieving 94.2% accuracy in resource-constrained farm environments. CATTLE BARRIER V1.0

Key challenges for farmers adopting these high-welfare standards (like cow-calf contact) include poorer financial performance, shed layout constraints, and separation distress. 2. Physical Infrastructure: Solid-Sided Cattle Barriers Developed through extensive consultation with veterinarians

While chute sides should be solid, sliding gates should remain barred so cattle can see through them to avoid hesitation. 3. Emerging Tech: Dairy DigiD & YOLOv11 shed layout constraints

Solid sides prevent cattle from seeing distractions outside the fence, which reduces balking and escape attempts.

Features a user interface that reduces technician onboarding time by 84% . 4. Traditional Cattle Grids