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kai0139's Projects

depth-anything icon depth-anything

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

drt-vio-init icon drt-vio-init

The official repository of our CVPR2023 paper "A Rotation-Translation-Decoupled Solution for Robust and Efficient Visual-Inertial Initialization".

dso icon dso

Direct Sparse Odometry

fast-livo icon fast-livo

A Fast and Tightly-coupled Sparse-Direct LiDAR-Inertial-Visual Odometry (LIVO).

gmflow icon gmflow

[CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching

kalibr icon kalibr

The Kalibr visual-inertial calibration toolbox

kalibr_allan icon kalibr_allan

IMU Allan standard deviation charts for use with Kalibr and inertial kalman filters.

livox_camera_calib icon livox_camera_calib

This repository is used for automatic calibration between high resolution LiDAR and camera in targetless scenes.

livox_ros_driver2 icon livox_ros_driver2

Livox device driver under Ros(Compatible with ros and ros2), support Lidar HAP and Mid-360.

open_vins icon open_vins

An open source platform for visual-inertial navigation research.

opencv icon opencv

Open Source Computer Vision Library

opengv icon opengv

OpenGV is a collection of computer vision methods for solving geometric vision problems. It is hosted and maintained by the Mobile Perception Lab of ShanghaiTech.

picai_labels icon picai_labels

Annotations for the PI-CAI Challenge: Public Training and Development Dataset

prostatemr_3d-cad-cspca icon prostatemr_3d-cad-cspca

Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.

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