YOLO V1 - YOU ONLY LOOK ONCE || YOLO OBJECT DETECTION SERIES

Video Description

Hi Guys, I am starting a new series about YOLO object detection model family. This is not an overview series, we will dig deeper into every detail of these yolo object detectors. Everyone uses YOLO models, they are the state of the art models for object detection. Hope you learn something from these videos. YOLO Object Detection Series: https://youtube.com/playlist?list=PL1u-h-YIOL0sZJsku-vq7cUGbqDEeDK0a Slides: https://github.com/MLForNerds/YOLO-OBJECT-DETECTION-TUTORIALS Timestamps: 00:00 Introduction 00:32 Object Detection background 02:10 YOLO - Intro & Steps 03:20 Responsibility of Grid Cells 04:20 Target calculations - Label Encoding 10:33 Understanding the Prediction Vector 13:35 Parsing the Model outputs 16:56 Model Architecture 19:27 Understand the Training Process 22:05 Breaking down the Loss Function 29:45 Fast-YOLO 30:35 Performance of YOLO 31:50 Generalization Capability 32:50 Limitations of YOLO 35:10 Conclusion #yolo #yolov4 #yolov5 #yolov3 #yolov2 #yolov7 #yolov6