Building an Offline-First Livestock Counter with YOLOv8 and CoreML

I built a livestock counting app for smallholders. No internet required, no subscription, no server. You take a photo of your chickens, sheep, or cattle, and it counts them — entirely on-device. Here's how it actually works. The Problem Smallholders ...