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Mohamed Serrari's Projects

city_simulation icon city_simulation

City simulation using procedural generation. Unity3D and C# project.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gan_mnist_digits icon gan_mnist_digits

In this repository we generate handwritten digits using a VAE and GAN and the MNIST Digits dataset.

imbalanced-dataset-sampler icon imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

iot_services_public icon iot_services_public

Secure IoT platform designed to centralize data captured from multiple connected devices

jsonargparse icon jsonargparse

Implement minimal boilerplate CLIs derived from type hints and parse from command line, config files and environment variables

mlops-wiidii icon mlops-wiidii

This repository contains an NLU API for intent classification. The notebooks detail the training and the testing of the model plus the creation of a Docker image.

ray_tracing icon ray_tracing

As a part of my 3D programming course at ENSEIRB-Matmeca, I added multiple features to allow complex scene rendering using ray tracing and C++.

ts226 icon ts226

Fichiers initiaux pour le TP de codage de canal.

video_object_tracking icon video_object_tracking

As a part of my computer vision classes, I am doing a project about object tracking. More specifically, about grasping objects in the wild using videos. The technologies I used are Python, TensorFlow and Keras.

voice_enhancer icon voice_enhancer

Rehaussement d'un signal de parole mono-voie par decomposition en valeurs singulières

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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