Udemy - Deep Learning and Computer Vision A-Z™: OpenCV, SSD & GANs

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size4.4 GB
  • Uploaded ByFclab
  • Downloads182
  • Last checkedJan. 30th '19
  • Date uploadedJan. 29th '19
  • Seeders 19
  • Leechers33
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Udemy - Deep Learning and Computer Vision A-Z™: OpenCV, SSD & GANs

Become a Wizard of all the latest Computer Vision tools that exist out there. Detect anything and create powerful apps.

For more Udemy Courses: https://freecourselab.com

Files:

[FreeCourseLab.com] Udemy - Deep Learning and Computer Vision A-Z™ OpenCV, SSD & GANs 1. Introduction
  • 1. Welcome to the Course!.mp4 (21.9 MB)
  • 1. Welcome to the Course!.vtt (1.6 KB)
  • 2. Some Additional Resources!!.html (0.6 KB)
10. Annex 1 Artificial Neural Networks
  • 1. What is Deep Learning.mp4 (31.3 MB)
  • 1. What is Deep Learning.vtt (15.9 KB)
  • 2. Plan of Attack.mp4 (4.7 MB)
  • 2. Plan of Attack.vtt (3.5 KB)
  • 3. The Neuron.mp4 (29.6 MB)
  • 3. The Neuron.vtt (21.8 KB)
  • 4. The Activation Function.mp4 (14.8 MB)
  • 4. The Activation Function.vtt (10.6 KB)
  • 5. How do Neural Networks work.mp4 (23.5 MB)
  • 5. How do Neural Networks work.vtt (16.8 KB)
  • 6. How do Neural Networks learn.mp4 (26.6 MB)
  • 6. How do Neural Networks learn.vtt (16.5 KB)
  • 7. Gradient Descent.mp4 (18.5 MB)
  • 7. Gradient Descent.vtt (12.3 KB)
  • 8. Stochastic Gradient Descent.mp4 (16.8 MB)
  • 8. Stochastic Gradient Descent.vtt (10.7 KB)
  • 9. Backpropagation.mp4 (10.9 MB)
  • 9. Backpropagation.vtt (6.3 KB)
11. Annex 2 Convolutional Neural Networks
  • 1. Plan of Attack.mp4 (5.9 MB)
  • 1. Plan of Attack.vtt (4.6 KB)
  • 2. What are convolutional neural networks.mp4 (29.5 MB)
  • 2. What are convolutional neural networks.vtt (19.3 KB)
  • 3. Step 1 - Convolution Operation.mp4 (31.0 MB)
  • 3. Step 1 - Convolution Operation.vtt (20.4 KB)
  • 4. Step 1(b) - ReLU Layer.mp4 (14.1 MB)
  • 4. Step 1(b) - ReLU Layer.vtt (8.1 KB)
  • 5. Step 2 - Pooling.mp4 (40.3 MB)
  • 5. Step 2 - Pooling.vtt (18.4 KB)
  • 6. Step 3 - Flattening.mp4 (3.3 MB)
  • 6. Step 3 - Flattening.vtt (2.3 KB)
  • 7. Step 4 - Full Connection.mp4 (42.7 MB)
  • 7. Step 4 - Full Connection.vtt (25.1 KB)
  • 8. Summary.mp4 (7.9 MB)
  • 8. Summary.vtt (5.3 KB)
  • 9. Softmax & Cross-Entropy.mp4 (33.2 MB)
  • 9. Softmax & Cross-Entropy.vtt (22.1 KB)
2. Module 1 - Face Detection Intuition
  • 1. Plan of attack.mp4 (2.3 MB)
  • 1. Plan of attack.vtt (1.7 KB)
  • 2. Updates on Udemy Reviews.mp4 (43.6 MB)
  • 2. Updates on Udemy Reviews.vtt (3.0 KB)
  • 3. Viola-Jones Algorithm.mp4 (18.6 MB)
  • 3. Viola-Jones Algorithm.vtt (13.2 KB)
  • 4. Haar-like Features.mp4 (30.6 MB)
  • 4. Haar-like Features.vtt (18.4 KB)
  • 5. Integral Image.mp4 (20.4 MB)
  • 5. Integral Image.vtt (13.0 KB)
  • 6. Training Classifiers.mp4 (20.9 MB)
  • 6. Training Classifiers.vtt (13.8 KB)
  • 7. Adaptive Boosting (Adaboost).mp4 (28.9 MB)
  • 7. Adaptive Boosting (Adaboost).vtt (18.9 KB)
  • 8. Cascading.mp4 (12.1 MB)
  • 8. Cascading.vtt (8.1 KB)
  • 9. Face Detection Intuition.html (0.1 KB)
3. Module 1 - Face Detection with OpenCV
  • 1. Welcome to the Practical Applications.mp4 (15.7 MB)
  • 1. Welcome to the Practical Applications.vtt (7.1 KB)
  • 10. Face Detection with OpenCV.html (0.1 KB)
  • 2. Installations Instructions (once and for all!).mp4 (34.4 MB)
  • 2. Installations Instructions (once and for all!).vtt (19.0 KB)
  • 3. Common Debug Tips.html (0.3 KB)
  • 3.1 Debug Solutions.pdf.pdf (127.8 KB)
  • 4. Face Detection - Step 1.mp4 (11.8 MB)
  • 4. Face Detection - Step 1.vtt (8.6 KB)
  • 5. Face Detection - Step 2.mp4 (9.5 MB)
  • 5. Face Detection - Step 2.vtt (6.8 KB)
  • 6. Face Detection - Step 3.mp4 (6.9 MB)
  • 6. Face Detection - Step 3.vtt (4.5 KB)
  • 7. Face Detection - Step 4.mp4 (9.7 MB)
  • 7. Face Detection - Step 4.vtt (6.0 KB)
  • 8. Face Detection - Step 5.mp4 (9.3 MB)
  • 8. Face Detection - Step 5.vtt (5.9 KB)
  • 9. Face Detection - Step 6.mp4 (24.4 MB)
  • 9. Face Detection - Step 6.vtt (13.0 KB)
4. Homework Challenge - Build a Happiness Detector
  • 1. Homework Challenge - Instructions.html (1.3 KB)
  • 2. Homework Challenge - Solution (Video).mp4 (49.8 MB)
  • 2. Homework Challenge - Solution (Video).vtt (23.2 KB)
  • 3. Homework Challenge - Solution (Code files).html (0.1 KB)
  • 3.1 Homework.zip.zip (216.8 KB)
5. Module 2 - Object Detection Intuition
  • 1. Plan of attack.mp4 (3.5 MB)
  • 1. Plan of attack.vtt (2.5 KB)
  • 2. How SSD is different.mp4 (23.8 MB)
  • 2. How SSD is different.vtt (11.1 KB)
  • 3. The Multi-Box Concept.mp4 (27.0 MB)
  • 3. The Multi-Box Concept.vtt (12.9 KB)
  • 4. Predicting Object Positions.mp4 (25.3 MB)
  • 4. Predicting Object Positions.vtt (12.3 KB)
  • 5. The Scale Problem.mp4 (26.8 MB)
  • 5. The Scale Problem.vtt (15.2 KB)
  • 6. Object Detection Intuition.html (0.1 KB)
6. Module 2 - Object Detection with SSD
  • 1. Object Detection - Step 1.mp4 (36.0 MB)
  • 1. Object Detection - Step 1.vtt (11.7 KB)
  • 10. Object Detection - Step 10.mp4 (49.2 MB)
  • 10. Object Detection - Step 10.vtt (20.8 KB)
  • 11. Training the SSD.html (0.6 KB)
  • 11.1 Training_SSD.zip.zip (2.7 GB)
  • 12. Object Detection with SSD.html (0.1 KB)
  • 2. Object Detection - Step 2.mp4 (9.2 MB)
  • 2. Object Detection - Step 2.vtt (6.3 KB)
  • 3. Object Detection - Step 3.mp4 (13.1 MB)
  • 3. Object Detection - Step 3.vtt (9.0 KB)
  • 4. Object Detection - Step 4.mp4 (16.1 MB)
  • 4. Object Detection - Step 4.vtt (10.5 KB)
  • 5. Object Detection - Step 5.mp4 (9.7 MB)
  • 5. Object Detection - Step 5.vtt (6.4 KB)
  • 6. Object Detection - Step 6.mp4 (34.1 MB)
  • 6. Object Detection - Step 6.vtt (20.7 KB)

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