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Frank's Projects

apriltag icon apriltag

AprilTag is a visual fiducial system popular for robotics research.

apriltags icon apriltags

A C++ port of the AprilTags fiducials library with CMake.

cspn icon cspn

Convolutional Spatial Propagation Network

deepexplain icon deepexplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

dpsnet icon dpsnet

[ICLR19] DPSNet: End-to-end Deep Plane Sweep Stereo

ganet icon ganet

GA-Net: Guided Aggregation Net for End-to-end Stereo Matching

jackframework icon jackframework

This is a training framework based on PyTorch, which is used to rapidly build the model, without caring about the training process (such as DDP or DP, Tensorboard, et al.). The demo can be found in FrameworkTemplate (https://github.com/Archaic-Atom/Template-jf). if you have any questions, please send an e-mail to [email protected]

leetcode icon leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

mvsnet icon mvsnet

MVSNet: Depth Inference for Unstructured Multi-view Stereo (ECCV2018, Oral Presentaion)

native_sdk icon native_sdk

C++ cross-platform 3D graphics SDK. Includes demos & helper code (resource loading etc.) to speed up development of Vulkan, OpenGL ES 2.0 & 3.x applications

psmnet icon psmnet

Pyramid Stereo Matching Network (CVPR2018)

sensitivity icon sensitivity

:exclamation: This is a read-only mirror of the CRAN R package repository. sensitivity — Global Sensitivity Analysis of Model Outputs

sfmlearner icon sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

stereodepth icon stereodepth

single and stereo calibration, disparity calculation.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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