Object Detection with YOLOv8
ultralytics YOLO, model.predict(), bounding boxes, confidence filtering, custom training.
Classification vs Detection
Image classification says what is in an image. Object detection goes further: it finds where each object is, drawing bounding boxes and labels. YOLO is the most popular real-time detector.
What is YOLO?
YOLO (You Only Look Once) detects all objects in a single forward pass, making it fast enough for video. YOLOv8 by Ultralytics offers a clean Python API for inference and training.
pip install ultralyticsAll lessons in this course
- PyTorch Tensors and Autograd
- Custom Datasets and DataLoaders
- Building and Training CNNs in PyTorch
- Object Detection with YOLOv8