YOLOv7 YOLOv8: Deep Learning – Computer Vision 2023
Deal Score+2
YOLOv7 YOLOv8: Deep Learning – Computer Vision 2023 Course
YOLO evolution, Train Custom Dataset, Object Detection, Pose Estimation, Instance Segmentation, Image Classification
Created by Dr. Priyanto Hidayatullah (Ph.D in AI), Stunning Vision AI Academy with 8 hours on-demand video courses
Course Description
Welcome to the YOLOv7 YOLOv8: Deep Learning for Computer Vision Course 2023, a 2 COURSES IN 1. YOLOv7 and YOLOv8 are the current two best object detection deep learning models. They are fast and very accurate. YOLOv7 is also the latest official version of YOLO whereas YOLOv8 is the newest YOLO version of all.
What you’ll learn YOLO Course
- How to run, from scratch, a YOLOv7 program to detect 80 object classes in < 10 minutes
- How to install and train YOLOv7 & YOLOv8 using your own Custom Dataset and perform Object Detection for image, video and Real-Time using Webcam/Camera
- How to use YOLOv7 & YOLOv8 new features: Instance Segmentation, Pose Estimation, Image Classification, Object Tracking + Real-world Projects
- 4 Real-World Projects: Masker Detection, Weather Image/Video Classification, Coffee Leaf
- Diseases Segmentation Squat Counter
- YOLOv7 architecture and how it really works
- How to find dataset
- Data annotation/labeling using LabelImg
- Automatic Dataset splitting
- How to train YOLOv7 & YOLOv8 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
- Real-World Project #1: Masker detection using YOLOv7 & YOLOv8
- Real-World Project #2: Weather Image/Video Classification using YOLOv8
- Real-World Project #3: Coffee Leaf Diseases Segmentation using YOLOv8
- Real-World Project #4: Squat Counter based on YOLOv7 Pose Estimation
Recommended Deep Learning Course
YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & WebApp
YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & WebApp Udemy Course
Object Detection, Segmentation, Tracking, …
Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs
Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs Course Update with TensorFlow 2.0 Support. …
Who this YOLO course is for:
- Professionals who want to quickly grasp and apply YOLOv7 and YOLOv8.
- Undergraduate/Graduate students who are taking computer vision using deep learning as their final project
- Any one who is interested in learning Deep Learning and How to Apply it in solving Computer Vision problem
