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deeprobot2020's Projects

apriltag-gpu icon apriltag-gpu

Accelerating tag tracking algorithm "apriltag" using CUDA

bisenet icon bisenet

mIOU=78.4 on cityscapes. My implementation of paper: BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

colmap icon colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

cs344 icon cs344

Introduction to Parallel Programming class code

ct_icp icon ct_icp

CT-ICP: Continuous-Time LiDAR Odometry

cub icon cub

CUB is a flexible library of cooperative threadblock primitives and other utilities for CUDA kernel programming.

cuda-image-processing icon cuda-image-processing

Developing a complete set of GPU-accelerated image processing tools, including convolution and morphology

darknet_scripts icon darknet_scripts

Auxilary scripts to work with (YOLO) darknet deep learning famework. AKA -> How to generate YOLO anchors?

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

evo icon evo

Python package for the evaluation of odometry and SLAM

gnss-ins-sim icon gnss-ins-sim

Open-source GNSS + inertial navigation, sensor fusion simulator. Motion trajectory generator, sensor models, and navigation

gnssfgo icon gnssfgo

This is the official repo of the project gnssFGO.

graph_msf icon graph_msf

A graph-based multi-sensor fusion framework. It can be used to fuse various relative or absolute measurments with IMU readings in real-time.

gslam icon gslam

A General Simultaneous Localization and Mapping Framework which supports feature based or direct method and different sensors including monocular camera, RGB-D sensors or any other input types can be handled.

jetson-inference icon jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and Jetson TX1/TX2.

kiss-icp icon kiss-icp

A LiDAR odometry pipeline that just works

libxcam icon libxcam

libXCam is a project for extended camera(not limited in camera) features and focus on image quality improvement and video analysis. There are lots features supported in image pre-processing, image post-processing and smart analysis. This library makes GPU/CPU/ISP working together to improve image quality. OpenCL is used to improve performance in different platforms.

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