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Muftawo Omar's Projects

avatar-image-generator icon avatar-image-generator

We strive to transfer realistic features from photos of real faces to avatar styles. An end-to-end ML application using PyTorch, Weights & Biases, Flask API, Docker and ReactJS.

deepmimic icon deepmimic

Motion imitation with deep reinforcement learning.

examples icon examples

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

geomapnet icon geomapnet

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

lane-labeling icon lane-labeling

A semi-automatic lane marking labeling tool to increase the speed and efficiency of training data annotation at PlusAI.

mono_velocity icon mono_velocity

A PyTorch implementation of the ICRA 2020 paper 'End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera'.

resnet-lstm-gcn icon resnet-lstm-gcn

Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit

restyle-encoder icon restyle-encoder

Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" https://arxiv.org/abs/2104.02699

ritnet icon ritnet

This is a winning model of OpenEDS Semantic Segmentation Challenge

tusimple-benchmark icon tusimple-benchmark

Download Datasets and Ground Truths: https://github.com/TuSimple/tusimple-benchmark/issues/3

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