YOLOv7 YOLOv8 YOLOv9 YOLOv10 YOLOv11 - Deep Learning Course
Train Custom Dataset, Object Detection, Pose Estimation, Instance Segmentation, Image Classification, Cool Web Dashboard
4.29 (632 reviews)
5,399
students
15 hours
content
Jan 2025
last update
$19.99
regular price
What you will learn
How to run, from scratch, a YOLOv7, YOLOv8, YOLOv9, YOLOv10, and YOLOv11 program to detect 80 object classes in < 10 minutes
How to install and train YOLOv7, YOLOv8, YOLOv9, YOLOv10, YOLO11 using Custom Dataset & perform Object Detection for image, video & Real-Time using Webcam
Object Detection, Instance Segmentation, Pose Estimation, Image Classification, Object Tracking + Real-World Projects
8 Real Projects: Various Vehicle Counter Web App, Person Counter, Squat Counter, Weather Classification, Leaf Diseases, Cattle Counter, X-Ray Classification
YOLOv7, YOLOv8, YOLOv9, YOLOv10, and YOLO11 architecture and how it really works
How to find dataset
Data annotation/labeling using LabelImg
Automatic Dataset splitting
How to train YOLO v7, YOLO v8, YOLO v9, YOLO v10, YOLO11 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
Real World Project #5: Various Vehicle Counter and Speed Estimation Web App with Cool Dashboard using YOLOv9 + Streamlit
Real World Project #6: Cattle Counter using YOLOv10 + Bytetrack
Real World Project #7: Person Counter using YOLO11 + Bytetrack
Real World Project #8: X-Ray Image Classification using YOLO11
Screenshots
4911264
udemy ID
10/3/2022
course created date
11/3/2022
course indexed date
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