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YOLOv7 YOLOv8 YOLOv9 YOLOv10 YOLOv11 - Deep Learning Course

YOLOv7 YOLOv8 YOLOv9 YOLOv10 YOLOv11 - Deep Learning Course

Train Custom Dataset, Object Detection, Pose Estimation, Instance Segmentation, Image Classification, Cool Web Dashboard

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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
  • 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
Welcome to the YOLOv7, YOLOv8, YOLOv9, YOLOv10, & YOLOv11 Deep Learning Course, a 5 COURSES IN 1. YOLOv7, YOLOv8, YOLOv9, YOLOv10, and YOLOv11 are the current five best object detection deep learning models. They are fast and very accurate. YOLOv11 is the latest version of YOLO whereas YOLOv8 is the most popular YOLO version of all.

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