YOLOv7 Masterclass : Deep Learning - Computer Vision Course - YOLO evolution, Train Custom Dataset, Real-time Object Detection, Pose Estimation, Instance Segmentation, LabelImg, etc
- Highest rated
- Created by Dr. Priyanto Hidayatullah (Ph.D in AI), Stunning Vision AI Academy
Welcome to the YOLOv7 Masterclass: Deep Learning Computer Vision Course. YOLOv7 is the state-of-the-art object detection deep learning model. It is the fastest, it is the most accurate. YOLOv7 is also the newest official version of YOLO.
What you'll learn
- How to run, from scratch, a YOLOv7 program to detect 80 object classes in < 10 minutes
- How to install and train YOLOv7 using your own custom dataset
- How to perform object detection for image, video and real-time using webcam/camera
- Understand YOLOv7 architecture and how it really works
- How to find dataset
- Data annotation/labeling using LabelImg
- Automatic Dataset splitting
- How to train YOLOv7 using custom dataset, transfer learning and resume training.
- How to visualize training performance using TensorBoard
- Easily understand The Fundametal Theory of Deep Learning and How exactly Convolutional Neural Networks Work
- By following the course, at the end, you will have a masker detection using YOLOv7
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