| 1. Intro.mp4 | 7.9 MB | ||
| 1. Intro.srt | 3.8 KB | ||
| 1. What will you learn in Course 2 of this series.mp4 | 36.5 MB | ||
| 1. What will you learn in Course 2 of this series.srt | 10.5 KB | ||
| 1. Why thic course .mp4 | 54.4 MB | ||
| 1. Why thic course .srt | 9.9 KB | ||
| 10. Concept - RCNN, Fast R-CNN, Faster R-CNN Object detectors.mp4 | 188.2 MB | ||
| 10. Concept - RCNN, Fast R-CNN, Faster R-CNN Object detectors.srt | 36.7 KB | ||
| 10. Outro.mp4 | 7 MB | ||
| 10. Outro.srt | 1.2 KB | ||
| 10.1 Computer_Vision_for_Autonomous_Vehicles_Problems_Datasets and state of the art.pdf | 40.4 MB | ||
| 11. Concept - YOLO (You Only Look Once) - Part 1.mp4 | 214.8 MB | ||
| 11. Concept - YOLO (You Only Look Once) - Part 1.srt | 39.2 KB | ||
| 11. Quiz.html | 204.8 B | ||
| 12. Concept - YOLO (You Only Look Once) - Part 2.mp4 | 122.1 MB | ||
| 12. Concept - YOLO (You Only Look Once) - Part 2.srt | 21.3 KB | ||
| 13. Concept - YOLO (You Only Look Once) - Part 3.mp4 | 58.4 MB | ||
| 13. Concept - YOLO (You Only Look Once) - Part 3.srt | 12.6 KB | ||
| 14. Concept - SSD (Single Shot Detector) Object Detector.mp4 | 28.7 MB | ||
| 14. Concept - SSD (Single Shot Detector) Object Detector.srt | 6.6 KB | ||
| 14.1 Paper on SSD.pdf | 2.4 MB | ||
| 15. Concept - Image segmentation.mp4 | 63.5 MB | ||
| 15. Concept - Image segmentation.srt | 12.7 KB | ||
| 16. Concept - Mask R-CNN.mp4 | 41.6 MB | ||
| 16. Concept - Mask R-CNN.srt | 7.1 KB | ||
| 16.1 Mask R-CNN paper.pdf | 7.4 MB | ||
| 17. Concept - Multi Object Tracking - Part 1.mp4 | 123.5 MB | ||
| 17. Concept - Multi Object Tracking - Part 1.srt | 22.5 KB | ||
| 18. Concept - Multi Object Tracking - Part 2.mp4 | 64.9 MB | ||
| 18. Concept - Multi Object Tracking - Part 2.srt | 23.5 KB | ||
| 19. Concept - Multi Object Tracking - Part 3.mp4 | 123.6 MB | ||
| 19. Concept - Multi Object Tracking - Part 3.srt | 26.5 KB | ||
| 2. Basics of Camera - Part 1.mp4 | 113.5 MB | ||
| 2. Basics of Camera - Part 1.srt | 24.1 KB | ||
| 2. Congratulations.html | 512 B | ||
| 2. Course Content.mp4 | 43.2 MB | ||
| 2. Course Content.srt | 10 KB | ||
| 2. What is ADAS .mp4 | 83 MB | ||
| 2. What is ADAS .srt | 14.2 KB | ||
| 2.1 My ADAS online course for you.html | 102.4 B | ||
| 20. Concept - Multi Object Tracking - Part 4.mp4 | 130.3 MB | ||
| 20. Concept - Multi Object Tracking - Part 4.srt | 24.7 KB | ||
| 21. Concept - Multi Object Tracking - Part 5.mp4 | 114.1 MB | ||
| 21. Concept - Multi Object Tracking - Part 5.srt | 24.5 KB | ||
| 22. Concept - Multi Object Tracking - Part 6.mp4 | 21.5 MB | ||
| 22. Concept - Multi Object Tracking - Part 6.srt | 6.4 KB | ||
| 23. Complete Camera Perception Pipeline.mp4 | 31.1 MB | ||
| 23. Complete Camera Perception Pipeline.srt | 11.2 KB | ||
| 24. Outro.mp4 | 31.8 MB | ||
| 24. Outro.srt | 6.8 KB | ||
| 25. Quiz.html | 204.8 B | ||
| 3. Additional References.html | 512 B | ||
| 3. Basics of Camera - Part 2.mp4 | 131.4 MB | ||
| 3. Basics of Camera - Part 2.srt | 29.4 KB | ||
| 3. What is Autonomous Driving .mp4 | 103.6 MB | ||
| 3. What is Autonomous Driving .srt | 8.3 KB | ||
| 4. Basics of Camera - Part 3.mp4 | 131.1 MB | ||
| 4. Basics of Camera - Part 3.srt | 26.5 KB | ||
| 4. Role of Different Sensors in ADAS and AD - Part 1.mp4 | 102.2 MB | ||
| 4. Role of Different Sensors in ADAS and AD - Part 1.srt | 17.6 KB | ||
| 4.1 My Automotive Radar Online course for you.html | 102.4 B | ||
| 5. Role of Different Sensors in ADAS and AD - Part 2.mp4 | 126.7 MB | ||
| 5. Role of Different Sensors in ADAS and AD - Part 2.srt | 16.4 KB | ||
| 5. Understanding Calibration of Camera - Part 1.mp4 | 75.7 MB | ||
| 5. Understanding Calibration of Camera - Part 1.srt | 16.3 KB | ||
| 5.1 camera intrinsic calibration opencv.html | 102.4 B | ||
| 5.2 ROS node to do camera intrinsic calibration using checkerboard.html | 102.4 B | ||
| 5.3 step by step process of camera intrinsic calibration using opencv and checkerboard.html | 102.4 B | ||
| 5.4 To download checkerboard for calibration.html | 102.4 B | ||
| 6. Camera Applications in ADAS & Autonomous Driving.mp4 | 122.8 MB | ||
| 6. Camera Applications in ADAS & Autonomous Driving.srt | 18.1 KB | ||
| 6. Understanding Calibration of Camera - Part 2.mp4 | 65.8 MB | ||
| 6. Understanding Calibration of Camera - Part 2.srt | 14.1 KB | ||
| 6.1 openCV - Computer vision library.html | 102.4 B | ||
| 6.2 openCV tutorials - official website.html | 102.4 B | ||
| 7. Concept - Object Classification in Image.mp4 | 160.7 MB | ||
| 7. Concept - Object Classification in Image.srt | 33.2 KB | ||
| 7. Some terms to know - Part 1.mp4 | 21.5 MB | ||
| 7. Some terms to know - Part 1.srt | 17.1 KB | ||
| 7.1 AlexNet Paper.html | 102.4 B | ||
| 7.2 alexnet_image_classification_pytorch_example.py | 2.3 KB | ||
| 7.3 crane.jpeg | 36.3 KB | ||
| 7.4 imagenet_classes.txt | 10.2 KB | ||
| 7.5 Inception Network paper.html | 102.4 B | ||
| 7.6 ResNet paper.html | 102.4 B | ||
| 8. Concept - Object Localization in Image.mp4 | 149.9 MB | ||
| 8. Concept - Object Localization in Image.srt | 26.9 KB | ||
| 8. Some terms to know - Part 2a.mp4 | 127.3 MB | ||
| 8. Some terms to know - Part 2a.srt | 22.7 KB | ||
| 8.1 example code to extend classification pretrained model for image localization.html | 102.4 B | ||
| 9. Concept - Object Detection in Image.mp4 | 86.5 MB | ||
| 9. Concept - Object Detection in Image.srt | 17.1 KB | ||
| 9. Some terms to know - Part 2b.mp4 | 71.1 MB | ||
| 9. Some terms to know - Part 2b.srt | 15.4 KB | ||
| 9.1 State_of_the_art_object_detection_models.pdf | 11.8 MB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 99 total files | |||
Camera Algorithms Course 1 - For ADAS & Autonomous Driving
https://CoursePig.com
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 39 lectures (8h 33m) | Size: 2.6 GB
For ADAS & Autonomous Driving - Object detection, classification & multi-object tracking, computer vision, deep learning
What you'll learn:
Basics of ADAS (Advanced Driver Assistance Systems) and Autonomous Driving
Understanding need and role of camera in ADAS and AD
Understanding different terminologies regarding camera
Camera Pin hole model, concept of Perspective Projection and derive homogenous equations for camera
Concepts of Extrinsic and Intrinsic camera calibration matrix
Understand breifly the process of doing intrinsic and extrinsic camera calibration
Concepts of Image classfication and Image localization
Concepts of Object detection including state of the art models - R-CNN, Fast R-CNN, Faster R-CNN, YOLOv3 and SSD
Image segmentation, what is instance and semantic segmentation & Mask R-CNN
Concept of multi object tracking, kalman filter, data association and how to do MOT for camera images
Requirements
Working computer with Internet
Basics of computer vision and deep learning
Basic mathematics - matrix, vectors, probability, transformations, etc.
motivation to learn actively
Description
Perception of Environment is very crucial and important step in the development of ADAS (Advanced Driver Assistance Systems) and also in Autonomous Driving. Main sensors which are widely accepted and used includes Radar, Camera, LiDAR and Ultrasonic.
This course focus on Camera sensor. Specifically, with advancement of deep learning together with computer vision, the algorithm development approach in the field of camera has drastically changed in last few years.
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 1.4 GB | freecoursewb | 4 months | 6 | 16 | |
| 1.3 GB | freecoursewb | 9 months | 5 | 0 | |
| 1.8 GB | freecoursewb | 1 year | 0 | 0 | |
|
Udemy - Camera Presentation Masterclass - Build Confidence in 7 Days Posted by
freecoursewb in Other
|
3.3 GB | freecoursewb | 1 year | 1 | 1 |
|
Udemy - Kickstart Your Youtube Channel Without A Microphone and Camera Posted by
freecoursewb in Other
|
368.2 MB | freecoursewb | 2 years | 6 | 0 |
All Comments