Wayne Hung's starred repositories

DetectoRS

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

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wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

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SoftRas

Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

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occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

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MDP_Tracking

Learning to Track: Online Multi-Object Tracking by Decision Making

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Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

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munkres-tensorflow

Port of C++ munkres to Tensorflow interface

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mlflow

Open source platform for the machine learning lifecycle

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omniboard

Web-based dashboard for Sacred

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sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

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tracking_wo_bnw

Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"

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waymo-open-dataset

Waymo Open Dataset

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pointSIFT

a module for 3D semantic segmentation in point clouds.

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3d-vehicle-tracking

Official implementation of Joint Monocular 3D Vehicle Detection and Tracking (ICCV 2019)

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SCOPS

SCOPS: Self-Supervised Co-Part Segmentation (CVPR'19)

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PyParticles

Particles simulation in python

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differentiable-particle-filters

Source code and data for the paper "Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors"

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CariFaceParsing

Code for ICIP2019 paper:Weakly-supervised Caricature Face Parsing through Domain Adaptation

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Domain-generalization

All about domain generalization

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long-term-tracking-benchmark

[ECCV'18] Long-term Tracking in the Wild: A Benchmark

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iou-tracker

Python implementation of the IOU Tracker

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deep_sort_pytorch

MOT using deepsort and yolov3 with pytorch

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deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

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sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

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py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

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pykitti

Python tools for working with KITTI data.

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KITTI-Dataset

Visualising LIDAR data from KITTI dataset.

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MDMM

Learning multi-domain multi-modality I2I translation

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lingvo

Lingvo

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