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d2l-en

An interactive deep learning book with code, math, and discussions, based on the NumPy interface.

distance-estimator

facial-emotion-recognition

This project aims to detect facial expressions in real time using CNNs. We subdivided the task into 2 smaller tasks: Detecting faces using YOLO and then Training a CNN on these small close-up face images to identify emotions. The dataset used in this project is the famous FER13 data.

mastering_gym_library

The main focus of this project is the understanding of the Gym library, writing a simplified code and adapting it to several classic games and Atari games.

plant_disease_classification

This project aims to detect plant diseases from plant leaf images. To achieve this goal we preprocessed images using the grabcut algorithm and trained a CNN model using the plant disease dataset from kaggle. Our model successfully classifies 38 different types of disease with an accuracy up to 97%.

presidential-elections-tunisia-2019

Prediction of the results of the second round of the 2019 presidential elections in Tunisia

the_data_science_and_machine_learning-resource-sheet

one sheet to learn them al!

tutorials