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Welcome

Prerequisites

0. Environment Setup

Tutorials

1. Network’s Building Blocks
2. Quick Start
3. Optimisation and Learning
4. Vision
- 4.1. Image Classification
- 4.2. Image Segmentation
5. Deep Generative Models
6. Interpretation Techniques
7. Big Projects
8. Other Modalities
9. Reinforcement Learning

Assignments

1. Warming-up
2. Dataloaders
3. Optimisation and Learning

Student projects

Deep Learning with Dobble

Python course

Beginners

Colab

Repository
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4. Vision

4. Vision#

In this chapter, we will explore different computer visoin networks:

Image Classification
Image Segmentation

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3. Optimisation and Learning

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4.1. Image Classification

By Arash Akbarinia

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