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TORRENT DETAILS
Udemy - Computer Vision With Deep Learning (2022)
TORRENT SUMMARY
Status:
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Learn Object Detection and Deep Learning Concepts with YOLO, SSD, SVM, ResNet50, Inceptionv3 Models and CNN architecture
What you'll learn
Understand Deep Learning basics – Neuron, Neural Network and Activation Function
Learn architecture and design of Object Detection Models like Faster R-CNN, RetinaNet, SDD, YOLO etc
Develop Object Detection applications like Automatic License Number Plate etc
Learn architecture and design of Image Classification Models such as SVM, VGG-16, ResNet50, InceptionV3 etc
Develop Image Classification applications like Traffic Sign Board Detection etc
Learn design of Object Tracking Frameworks like Meanshift, SORT and DeepSORT
Requirements
Basic Programming skills in Python
No prior knowledge of Mathematics or Rigorous Coding
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Chapter 1/1. Course Starter - How to approach the course.mp4
18.6 MB
~Get Your Files Here !/1. Chapter 1/1. Course Starter - How to approach the course.srt
6.8 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/1. Objectives.mp4
1.6 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/1. Objectives.srt
1 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/10. Code Walkthrough.mp4
68.7 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/10. Code Walkthrough.srt
11.4 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/11. Code Download Instructions.mp4
2 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/11. Code Download Instructions.srt
1.2 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/2. Object Tracking.mp4
35.7 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/2. Object Tracking.srt
3.1 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/3. Single Object Tracking and Multiple Object Tracking.mp4
6.8 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/3. Single Object Tracking and Multiple Object Tracking.srt
2.6 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/4. Meanshift Algorithm.mp4
7.7 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/4. Meanshift Algorithm.srt
3.3 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/5. SORT Framework.mp4
5.3 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/5. SORT Framework.srt
3.1 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/6. DeepSort Framework.mp4
10.3 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/6. DeepSort Framework.srt
4.8 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/7. Quiz on Object Tracking.html
185 B
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/8. Objectives.mp4
1.1 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/8. Objectives.srt
1 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/9. Project Overview.mp4
9.4 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/9. Project Overview.srt
1.6 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/object_tracking/input/Ronaldo Scores Insane Goal.mp4
12.5 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/object_tracking/main.py
4 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/object_tracking/output/output.avi
3.4 MB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/object_tracking/requirements.txt
77 B
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/object_tracking/sort.py
6.6 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/object_tracking/yolo-obj/coco.names
625 B
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/object_tracking/yolo-obj/yolov3.cfg
8.1 KB
~Get Your Files Here !/10. Object Tracking - SOT, MOT, Meanshift, SORT and DeepSORT/object_tracking/yolo-obj/yolov3.weights
236.5 MB
~Get Your Files Here !/2. Computer Vision Starter/1. Objectives.mp4
1.2 MB
~Get Your Files Here !/2. Computer Vision Starter/1. Objectives.srt
853 B
~Get Your Files Here !/2. Computer Vision Starter/2. Artificial Intelligence Overview.mp4
6.3 MB
~Get Your Files Here !/2. Computer Vision Starter/2. Artificial Intelligence Overview.srt
2.8 KB
~Get Your Files Here !/2. Computer Vision Starter/3. What is Computer Vision .mp4
5.3 MB
~Get Your Files Here !/2. Computer Vision Starter/3. What is Computer Vision .srt
2.6 KB
~Get Your Files Here !/2. Computer Vision Starter/4. Image Basics.mp4
24.9 MB
~Get Your Files Here !/2. Computer Vision Starter/4. Image Basics.srt
6.2 KB
~Get Your Files Here !/3. Deep Learning Starter/1. Objectives.mp4
930 KB
~Get Your Files Here !/3. Deep Learning Starter/1. Objectives.srt
658 B
~Get Your Files Here !/3. Deep Learning Starter/2. What is a Neuron.mp4
4.6 MB
~Get Your Files Here !/3. Deep Learning Starter/2. What is a Neuron.srt
2.3 KB
~Get Your Files Here !/3. Deep Learning Starter/3. Neuron Architecture.mp4
3.8 MB
~Get Your Files Here !/3. Deep Learning Starter/3. Neuron Architecture.srt
1.7 KB
~Get Your Files Here !/3. Deep Learning Starter/4. Artificial Neural Network.mp4
14.6 MB
~Get Your Files Here !/3. Deep Learning Starter/4. Artificial Neural Network.srt
3.6 KB
~Get Your Files Here !/3. Deep Learning Starter/5. Convolutional Neural Network.mp4
19.9 MB
~Get Your Files Here !/3. Deep Learning Starter/5. Convolutional Neural Network.srt
7.2 KB
~Get Your Files Here !/3. Deep Learning Starter/6. Activation Function.mp4
4.6 MB
~Get Your Files Here !/3. Deep Learning Starter/6. Activation Function.srt
3.1 KB
~Get Your Files Here !/4. Tools Setup/1. Objectives.mp4
1.1 MB
~Get Your Files Here !/4. Tools Setup/1. Objectives.srt
855 B
~Get Your Files Here !/4. Tools Setup/2. Tools Setup - Ubuntu.mp4
2.1 MB
~Get Your Files Here !/4. Tools Setup/2. Tools Setup - Ubuntu.srt
1.3 KB
~Get Your Files Here !/4. Tools Setup/2.1 Tools Setup Manual_Ubuntu.docx
13.6 KB
~Get Your Files Here !/4. Tools Setup/3. Tools Setup - Windows.mp4
1.9 MB
~Get Your Files Here !/4. Tools Setup/3. Tools Setup - Windows.srt
1.1 KB
~Get Your Files Here !/4. Tools Setup/3.1 Tools Setup Manual_Windows.docx
16.3 KB
~Get Your Files Here !/4. Tools Setup/4. Using Pycharm for Coding.mp4
29.7 MB
~Get Your Files Here !/4. Tools Setup/4. Using Pycharm for Coding.srt
7.6 KB
~Get Your Files Here !/4. Tools Setup/5. Using Jupyter Notebook and Shortcuts.mp4
8.3 MB
~Get Your Files Here !/4. Tools Setup/5. Using Jupyter Notebook and Shortcuts.srt
2 KB
~Get Your Files Here !/4. Tools Setup/6. Using Google Colab.mp4
38.4 MB
~Get Your Files Here !/4. Tools Setup/6. Using Google Colab.srt
12.4 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/1. Objectives.mp4
2 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/1. Objectives.srt
1.1 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/2. Object Detection Overview.mp4
5.6 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/2. Object Detection Overview.srt
2.8 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/3. Object Detection Architecture.mp4
6.8 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/3. Object Detection Architecture.srt
1.8 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/4. Object Detection vs Object Tracking.mp4
5.7 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/4. Object Detection vs Object Tracking.srt
2.7 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/5. R-CNN MODEL.mp4
12.7 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/5. R-CNN MODEL.srt
2.7 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/6. FAST R-CNN MODEL.mp4
9.5 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/6. FAST R-CNN MODEL.srt
2 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/7. Region Proposal Network (RPN).mp4
11.6 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/7. Region Proposal Network (RPN).srt
3.9 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/8. FASTER R-CNN MODEL.mp4
14.1 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/8. FASTER R-CNN MODEL.srt
2.8 KB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/9. R-FCN MODEL.mp4
5.4 MB
~Get Your Files Here !/5. Object Detection - R-CNN, FAST R-CNN, RPN, FASTER R-CNN and R-FCN/9. R-FCN MODEL.srt
2.2 KB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/1. Objectives.mp4
934 KB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/1. Objectives.srt
673 B
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/2. Project Overview.mp4
12.1 MB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/2. Project Overview.srt
1.4 KB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/3. Code Walkthrough.mp4
71.9 MB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/3. Code Walkthrough.srt
11.3 KB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/4. Code Download Instructions.mp4
2.9 MB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/4. Code Download Instructions.srt
1.5 KB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/Faster-RCNN/coco.names
624 B
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/Faster-RCNN/faster_rcnn_Object_Detection.py
4 KB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/Faster-RCNN/frozen_inference_graph.pb
54.5 MB
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/Faster-RCNN/requirements.txt
43 B
~Get Your Files Here !/6. Project 1 - Object Detection using Faster R-CNN/Faster-RCNN/TownCentreXVID.avi
140.7 MB
~Get Your Files Here !/7. Object Detection - RetinaNet, SSD, YOLO, YOLOV3, YOLOV3 Tiny and YOLOV4/1. Objectives.mp4
1 MB
~Get Your Files Here !/7. Object Detection - RetinaNet, SSD, YOLO, YOLOV3, YOLOV3 Tiny and YOLOV4/1. Objectives.srt
