One post tagged with "custom yolo"

Object detection has seen remarkable progress with innovations like the YOLO series, a powerhouse in real-time detection tasks. With each new iteration, YOLO brings enhanced accuracy and speed, making it ideal for applications across security, autonomous vehicles, and more. In this blog, you will walk through fine-tuning YOLO11, the latest version of the YOLO family, on a custom pumpkin dataset using Roboflow, optimizing the model for Astra Machina's NPU, and running real-time video inference on Astra Machina.