What you’ll 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
- How to use YOLOv7 & YOLOv8 new features: Instance Segmentation, Pose Estimation, Image Classification, Object Tracking + Real-world Projects
- 7 Real Projects: Various Vehicle Counter Web App, Person Counter, Squat Counter, Masker Detection, Weather Classification, Coffee Leaf Diseases, Cattle Counter
- YOLOv7, YOLOv8, YOLOv9, YOLOv10 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
How to Enroll YOLOv7 YOLOv8 YOLOv9 YOLOv10 YOLOv11 – Deep Learning Course course?
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YOLOv7 YOLOv8 YOLOv9 YOLOv10 YOLOv11 – Deep Learning Course Course coupon is limited to the first 1,000 enrollments. Click 'Enroll Now' to secure your spot and dive into this course on Udemy before it reaches its enrollment limits!
