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Louis's Projects

3dmppe_posenet_release icon 3dmppe_posenet_release

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image ", ICCV 2019

3dpose_ssl icon 3dpose_ssl

3D Human Pose Machines with Self-supervised Learning

adapting-the-wavenet-deep-learning-model-for-radar-classification icon adapting-the-wavenet-deep-learning-model-for-radar-classification

An investigation into radar classification. This project adapts the WaveNet deep learning model to classify radar data directly from the range profiles representation. This technique is compared with the leading approach in the literature of creating micro-Doppler spectrogram images from the data and classifying these images using a CNN.

addernet icon addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

adeptrl icon adeptrl

Reinforcement learning framework to accelerate research

advsemiseg icon advsemiseg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

ai_challenger_2017 icon ai_challenger_2017

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

alphapose icon alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

ann icon ann

semantic segmentation,pytorch,non-local

ardupilot icon ardupilot

ArduPlane, ArduCopter, ArduRover, ArduSub source

ares icon ares

A System-Oriented Wargame Framework for Adversarial ML

aslan icon aslan

Open source self-driving software for low speed environments

asu-net icon asu-net

ASU-Net: Attention to Scale with U-Net for Semantic Segmentation (Implemented with TensorFlow)

atomnas icon atomnas

Code for ICLR 2020 paper 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'

atrouspose icon atrouspose

real time multi-person pose estimation based on atrous convolution

attention-cnn icon attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

attentionmechanismstrajectoryprediction icon attentionmechanismstrajectoryprediction

In this repository, one can find the code for my master's thesis project. The main goal of the project was to study and improve attention mechanisms for trajectory prediction of moving agents.

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