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دسته بندی دوره ها

Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS

سرفصل های دوره

OpenCV, Object Detection, Object Tracking, Object Segmentation, YOLOv8, YOLO-NAS, Train Custom Dataset, Pose Estimation


1. Introduction
  • 1. Introduction
  • 2. Installations

  • 2. Introduction to OpenCV
  • 1.1 Section 01 R.zip
  • 1. Introduction
  • 2. Basic Functions
  • 3.1 Section 01 R.zip
  • 3. Resizing and Cropping
  • 4.1 Section 01 R.zip
  • 4. Shapes and Texts
  • 5. Warp Perspective
  • 6.1 Section 01 R.zip
  • 6. Joining Images
  • 7.1 Section 01 R.zip
  • 7. Color Detection
  • 8.1 Section 01 R.zip
  • 8. Drawing Contours and Shape Detection
  • 9.1 Section 01 R.zip
  • 9. Face Detection
  • 10. Number Plate Detection
  • 11.1 Section 01 R.zip
  • 11. Document Scanner

  • 3. OpenCV Projects
  • 1.1 Section 02 R.zip
  • 1. Detect Mouse Clicks on an Image and Creating a Warp Perspective
  • 2.1 Section 02 R.zip
  • 2. QR Code and Bar Code Detection
  • 3. Lane Detection
  • 4.1 Section 02 R.zip
  • 4. Object Size Measurement using OpenCV
  • 5.1 Project Optical Mark Recognition Recording.zip
  • 5. OPTICAL MARK RECOGNITION (OMR) MCQ Automated Grading- OpenCV Python - Part 1
  • 6.1 Project Optical Mark Recognition Recording.zip
  • 6. OPTICAL MARK RECOGNITION (OMR) MCQ Automated Grading- OpenCV Python - Part 2
  • 7.1 Project Optical Mark Recognition Recording.zip
  • 7. OPTICAL MARK RECOGNITION (OMR) MCQ Automated Grading- OpenCV Python - Part 3
  • 8.1 Project Optical Mark Recognition Recording.zip
  • 8. OPTICAL MARK RECOGNITION (OMR) MCQ Automated Grading- OpenCV Python - Part 4
  • 9.1 Project Optical Mark Recognition Recording.zip
  • 9. OPTICAL MARK RECOGNITION (OMR) MCQ Automated Grading- OpenCV Python - Part 5
  • 10.1 Project Optical Mark Recognition Recording.zip
  • 10. OPTICAL MARK RECOGNITION (OMR) MCQ Automated Grading- OpenCV Python - Part 6

  • 4. Advanced OpenCV Projects
  • 1.1 Basket Ball Shot Predictor Recording.zip
  • 1. Basketball Shot Predictor
  • 2.1 Project Parking Space Counter Recording.zip
  • 2. Parking Space Counter using OpenCV
  • 3.1 Project Pong Game Recording.zip
  • 3. Pong Game using Hand Gestures OpenCV Python
  • 4.1 Project Gesture Volume Control Recording.zip
  • 4. Gesture Volume Control using OpenCV

  • 5. YOLOv8
  • 1. Introduction to YOLO
  • 2. Overview of CNN, RCNN, Fast RCNN, Faster RCNN, Mask R-CNN
  • 3. Introduction to YOLOv8
  • 4.1 demo
  • 4.2 image1.zip
  • 4.3 yolov8 complete tutorial final.zip
  • 4.4 yolov8 complete tutorial.zip
  • 4. Objects Detection with YOLOv8 - Google Colab
  • 5.1 Object Tracking OpenCV Recording.zip
  • 5. Read and Display an Image using OpenCV
  • 6. Read and Display a Video using OpenCV
  • 7. Read, Write and Display a video using OpenCV
  • 8. Capture Video from Camera using OpenCV
  • 9.1 Object Tracking OpenCV Recording.zip
  • 9. Object Detection on Images using YOLOv8
  • 10. Object Detection on Videos using YOLOv8
  • 11. Object Detection in Real Time with Webcam using YOLOv8
  • 12.1 Object Tracking OpenCV Recording.zip
  • 12. Object Tracking from Scratch with YOLOv8 and OpenCV -- Part 1
  • 13. Object Tracking from Scratch with YOLOv8 and OpenCV -- Part 2
  • 14.1 Object Tracking OpenCV Recording.zip
  • 14. Object Tracking from Scratch with YOLOv8 and OpenCV -- Part 3
  • 15. Object Tracking from Scratch with YOLOv8 and OpenCV -- Part 4
  • 16. Object Tracking from Scratch with YOLOv8 and OpenCV -- Part 5
  • 17.1 Object Tracking OpenCV Recording.zip
  • 17. Object Tracking from Scratch with YOLOv8 and OpenCV -- Part 6
  • 18.1 PREDICTING TRAJECTORY KALMAN FILTER.zip
  • 18. Predict Trajectory of an Object with Kalman Filter -- Part 1
  • 19.1 PREDICTING TRAJECTORY KALMAN FILTER.zip
  • 19. Predict Trajectory of an Object with Kalman Filter -- Part 2
  • 20.1 PREDICTING TRAJECTORY KALMAN FILTER.zip
  • 20. Predict Trajectory of an Object with Kalman Filter -- Part 3

  • 6. Training Custom YOLOv8
  • 1.1 AllFiles PPE.zip
  • 1.2 best.zip
  • 1.3 ppe detection step by step complete final.zip
  • 1. Personal Protective Equipment (PPE) Detection Google Colab Part 1
  • 2.1 AllFiles PPE.zip
  • 2.2 best.zip
  • 2.3 ppe detection step by step complete final.zip
  • 2.4 predictions.zip
  • 2. PPE Detection Part 2 Live Webcam Testing

  • 7. YOLOv8 Object Segmentation
  • 1. YOLOv8 Segmentation
  • 2.1 yolov8 segmentation colab.zip
  • 2. Run YOLOv8 Segmentation on Google Colab
  • 3. YOLOv8 Segmentation on Custom Dataset Potholes Segmentation Part 1
  • 4.1 UploadFilesComplete.zip
  • 4. YOLOv8 Segmentation on Custom Dataset Potholes Segmentation Part 2
  • 5.1 UploadFilesComplete.zip
  • 5. YOLOv8 Segmentation on Custom Dataset Potholes Segmentation Part 3

  • 8. YOLO-NAS
  • 1. YOLO-NAS A New Foundation Model for Object Detection
  • 2. Whats New in YOLO-NAS Is YOLO-NAS the Future of Object Detection
  • 3.1 yolonas object detection images videos updated.zip
  • 3. Object Detection with YOLO-NAS - Google Colab
  • 4.1 YOLO NAS Object Tracking Pycharm.zip
  • 4. Read and Display Image using OpenCV
  • 5.1 YOLO NAS Object Tracking Pycharm.zip
  • 5. Read and Display Video using OpenCV
  • 6. Read Display and Write Video using OpenCV
  • 7. Capture Video from Camera using OpenCV
  • 8.1 YOLO NAS Object Tracking Pycharm.zip
  • 8. Object Detection on Images using YOLO-NAS
  • 9. Object Detection on Videos using YOLO-NAS
  • 10. Object Tracking using YOLO-NAS and SORT Algorithm
  • 11. Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking
  • 12. Object Tracking using YOLO-NAS and SORT on Custom Dataset (Ship Detection)
  • 13.1 YOLO NAS DeepSORT Video.zip
  • 13. Introduction to Object Tracking using YOLO-NAS and DeepSORT Algorithm
  • 14. Object Tracking using YOLO-NAS and DeepSORT Algorithm
  • 15. Object Tracking with YOLO-NAS and DeepSORT Custom Dataset (Vehicles Detection)

  • 9. YOLO-NAS Apps
  • 1.1 train yolonas custom dataset potholes complete (1).zip
  • 1. Potholes Detection using YOLO-NAS
  • 2.1 train yolonas retail store.zip
  • 2. Grocery Items Detection in a Retail Store with YOLO-NAS
  • 3.1 train yolonas custom dataset ppe.zip
  • 3. Personal Protective Equipment (PPE) Detection using YOLO-NAS
  • 4. Vehicle Intensity Heatmaps YOLO-NAS Intro
  • 5.1 Vehicles Intensity Heatmap YOLONAS.zip
  • 5. Vehicle Intensity Heatmaps YOLO-NAS Complete Tutorial

  • 10. Image and Video Segmentation using
  • 1.1 video image segmentation yolonas sam (1).zip
  • 1.2 yolonas+sam imagesegementation using yolonas and segment anything model (1).zip
  • 1. Image and Video Segmentation using YOLO-NAS and Segment Anything Model (SAM)

  • 11. Optical Character Recognition
  • 1. Install Tesseract-OCR
  • 2.1 Project Tesseract OCR Recording.zip
  • 2. Read Text from Image using Tesseract OCR
  • 3.1 Project Tesseract OCR Recording.zip
  • 3. Detecting Characters from Image using Tesseract OCR
  • 4.1 Project Tesseract OCR Recording.zip
  • 4. Detecting Words from Image using Tesseract OCR
  • 5.1 Project Paddle OCR Recording.zip
  • 5. Text Detection with PaddleOCR
  • 6.1 Project Paddle OCR Recording.zip
  • 6. Text Recogniton with PaddleOCR
  • 7.1 Licence plate detection recognition.zip
  • 7. License Plate Detection and Recognition with YOLO-NAS and Paddle OCR
  • 8.1 Licence plate detection recognition.zip
  • 8. License Plate Detection and Recognition with YOLO-NAS and Tesseract OCR
  • 9.1 MultiCam Licence plate Course.zip
  • 9. Multi-Cam Number Plate Detection and Recognition with YOLO-NAS and EasyOCR

  • 12. Pose Estimation
  • 1.1 PoseEstimation Recording.zip
  • 1. Pose Estimation using OpenCV and MediaPipe
  • 2.1 PoseEstimation Recording.zip
  • 2. Bicep Curl Counter with OpenCV and MediaPipe
  • 3. Push-Ups Counter with OpenCV and MediaPipe
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    تاریخ انتشار: ۱۲ آذر ۱۴۰۲
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