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Sections

Lessons

1. Introduction to Computer Vision

Introduction to Computer Vision

2 Resource

Introduction to Computer Vision
Introduction to Computer Vision.pptx

2. Deep Neural Networks ANN and Stochastic Gradient Descent

Deep Neural Networks ANN and Stochastic Gradient Descent

6 Resource

Deep Neural Networks ANN and Stochastic Gradient Descent
Deep Neural Networks ANN and Stochastic Gradient Descent.pptx
NoteBook - DL1.ipynb
NoteBook - DL2.ipynb
NoteBook - DL3.ipynb
NoteBook - DL4.ipynb

3. Image Classification 1: The Convolutional Classifier

Image Classification 1: The Convolutional Classifier

4 Resource

Image Classification 1: The Convolutional Classifier
Image Classification 1 The Convolutional Classifier.pptx
NoteBook - 1.ipynb
NoteBook - 2.ipynb

4. Image Classification 2: Activation and Pooling

Image Classification 2: Activation and Pooling

6 Resource

Image Classification 2 Activation and Pooling
Image Classification 2 Activation and Pooling.pptx
CV3.ipynb
CV4
CV5.ipynb
CV9.ipynb

Live Session 16-11 5:00 pm

2 Resource

Live Session Record
AIO Egypt Computer Vision live

5. Data Augmentation

Data Augmentation

5 Resource

Data Augmentation
CV 10.ipynb
CV 11.ipynb
CV 12.ipynb
YOLO 5

6. Kaggle

1 Resource

Kaggle

7. Introduction to OpenCV

Introduction to OpenCV

1 Resource

Introduction to OpenCV

8. Object detection with OpenCV

Live Session 14-12

9. Object Detection with YOLO5 part1 - Universities

10. Object Detection with YOLO5: Roboflow: Data Gathering, Image Preprocessing and Annotation tool - Universities

11. Object Detection with YOLO5 part3: Application - Universities