Fondamentaux de l'IA et Préparation Technique
- What is AI? What is Machine learning?
- What is deep learning? What's the difference between ML and DL?
- Motivation: ML applications and use cases
- Introduction to Python programming language
- Numpy, OpenCV, Matplotlib libraries
Réseaux de Neurones pour la Vision par Ordinateur
- Convolutional neural networks (CNN), CNN Architecture, The different layers of a CNN, CNN hyperparameters, Evaluation metrics, Features extraction
- Image Classification: Basic CNN model
- Image segmentation: UNet
- Object detection: YOLO V3