AI Cattle Counting Software That Delivers 99.9% Accuracy, Every Head, Every Time
Stop losing revenue to manual miscounts. Folio3 AI automates livestock counts across drones, gates, pens, and transport points with audit-ready computer vision accuracy.
AI Visibility Without Unnecessary Infrastructure Replacement
Folio3 AI builds around your existing hardware, workflows, and systems, so your operation gets AI visibility without unnecessary infrastructure replacement.
AI Cattle Counting Software: What It Is and Why It Replaces Manual Methods
Manual cattle counts slow livestock movement, increase costs, and create disputes when animals are missed or duplicated. See how Folio3 AI uses video detection, real-time headcounts, timestamped records, and alerts across gates, chutes, trailers, and sites. Watch our video now.
Our AI Cattle Counting Software: Four Modes, One Integrated Platform
Different operations count cattle differently. Folio3 AI supports drone audits, gate counts, pen verification, and auction workflows from one integrated platform.
Drone-Based Pasture Audits
Count cattle across large pastures using aerial footage. The AI detects, separates, tracks, and verifies animals without forcing teams into manual field counts.
Gate and Chute Counting
Count cattle as they move through gates, chutes, alleys, loading areas, or entry points, with timestamped records for inventory and movement control.
Pen and Feedlot Verification
Verify cattle counts inside pens, feedlots, holding yards, and staging areas using CCTV, mobile footage, or fixed camera feeds.
Auction and Transport Counts
Validate cattle movement during loading, unloading, transport, sale, and receiving workflows with digital records that reduce disputes and manual recounts.
The AI Engineering Behind Our Cattle Counting Precision
Our AI cattle counting solution is engineered for real livestock conditions, including movement, overlap, poor lighting, dark coats, dust, and remote environments.
Detection and Tracking
- Multi-Altitude Detection Training across drone, gate, chute, and pen-level footage.
- DeepSORT Motion Tracking assigns unique IDs to reduce duplicate counts.
Remote and Low-Light Counting
- Edge Deployment for zero-connectivity environments on rugged or local devices.
- Thermal and Contrast-Enhanced Imaging for shadows, low light, dust, and dark coats.
Commercial-Scale Cattle Counting Results
Built for livestock operations that need accurate counts across pastures, pens, gates, transport points, and audit workflows.
From Manual Herd Counts to Verified Cattle Inventory
Australia’s 2nd largest beef producer needed faster, more reliable cattle counts across large properties. Folio3 AI built a computer vision system that processed drone footage, detected livestock, automated counting, and delivered reporting dashboards for operational visibility.
How We Deploy Your Cattle Counting System
Our deployment process moves from workflow discovery to trained model, validated accuracy, system integration, and live livestock counts with ongoing optimization.
Discovery and Requirements Scoping
We map your operation type, herd size, counting workflows, camera setup, system integrations, reporting needs, and accuracy targets.
Data Collection and Model Training
We use your site footage, livestock breeds, camera angles, and operating conditions to train a model that fits your environment.
Proof of Concept and Accuracy Validation
We test AI counts against known records, review edge cases, and validate performance before moving into full production deployment.
Integration and Dashboard Setup
We connect count data with dashboards, reports, ERP systems, farm platforms, auction tools, or internal databases your team already uses.
Where AI Cattle Counting Creates Operational Value
Use verified cattle counts across ranching, feedlot, transport, auction, and dairy operations where manual counting creates delays and disputes.
Why Agribusinesses Choose Folio3 AI as Their AI Cattle Counting Software Partner
Folio3 AI delivers custom cattle counting systems built around your herd, camera setup, terrain, workflows, integrations, and accuracy requirements.
Frequently Asked Questions About AI Cattle Counting Software
Answers to common questions about cattle counting accuracy, hardware, edge deployment, integrations, audits, and model training.
It uses computer vision to detect, track, separate, and count cattle from drone footage, CCTV, gate cameras, chute cameras, and recorded video.
When trained on the right footage, AI can outperform manual counts by reducing missed animals, duplicate counts, and human counting fatigue.
The system can support drones, CCTV, gate cameras, chute cameras, thermal cameras, mobile cameras, and ruggedized field devices.
Yes. Edge deployment allows counts to run locally on field devices, drone controllers, or rugged tablets without continuous internet connectivity.
Instance segmentation separates individual animal outlines, while motion tracking follows each animal across frames to reduce overlap and duplicate count errors.
Yes. The AI animal counting software solution can be trained for sheep, swine, horses, and other livestock species.
Yes. Folio3 AI can connect cattle count data with ERPs, farm platforms, feedlot systems, auction tools, and custom databases.
A POC usually takes 4–6 weeks. Full production deployment typically takes 3–4 months, depending on footage, integrations, and scope.
Yes. Count events can include timestamps, footage references, metadata, reports, and digital logs for audit, finance, and compliance workflows.
Thermal imaging, contrast-enhanced models, and site-specific training improve detection in shadows, low light, dust, and dark-coated herd conditions.
Stop Estimating. Start Counting With Certainty.
A 2% miscount on 10,000 head can cost $400K. Folio3 AI helps you count, verify, and protect livestock value with confidence.