Pinned Repositories
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
Data Co-Lab's Repositories
Data-Co-Lab/The_Data_Science_and_Machine_Learning-Resource-Sheet
one sheet to learn them al!
Data-Co-Lab/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.
Data-Co-Lab/tutorials
Data-Co-Lab/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%.
Data-Co-Lab/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.
Data-Co-Lab/d2l-en
An interactive deep learning book with code, math, and discussions, based on the NumPy interface.
Data-Co-Lab/Distance-Estimator
Data-Co-Lab/Presidential-elections-Tunisia-2019
Prediction of the results of the second round of the 2019 presidential elections in Tunisia