曹明伟,Mingwei Cao's repositories

3D-Machine-Learning

A learning resource repository for 3D machine learning

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3d-unet

Chainer implementations of 3D UNet

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3D_Street_View

The repo of Street View Image, Pose, and 3D Cities Dataset. Used in "Generic 3D Representation via Pose Estimation and Matching", ECCV16

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Capsule

Service for Storing And Interacting with Secrets (particularly Keys) Off Blockchain

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capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

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CompactBilinearPooling-Pytorch

A Pytorch Implementation for Compact Bilinear Pooling.

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DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

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exiv2

Image metadata library and tools

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gpuvis

GPU Trace Visualizer

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hyperopt-sklearn

Hyper-parameter optimization for sklearn

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libexpat

Expat library: Fast XML parser in C; in the process of migrating from SourceForge to GitHub

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libsimdpp

Header-only zero-overhead C++ wrapper for SIMD intrinsics of multiple instruction sets

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Local_Light_Field_Synthesis

Local Light Field Synthesis (Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng ICCV 2017)

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marrnet

MarrNet: 3D Shape Reconstruction via 2.5D Sketches

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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MixedRealityToolkit-Unity

MixedRealityToolkit-Unity uses code from the base MixedRealityToolkit repository and makes it easier to consume in Unity.

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mx-maskrcnn

A MXNet implementation of Mask R-CNN

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pycuda

CUDA integration for Python, plus shiny features

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pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

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PyTorch-Encoding

PyTorch Deep Texture Encoding Network

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pytorch-faster-rcnn

I would appreciate if someone can retrain the model. The "finetune from scratch" result should be better because the training details have been changed. (And mobilenet training not supported yet.)

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RecursiveStereoUAV

Obstacle Detection and Avoidance for Autonomous Unmanned Aerial Vehicles Using Recursive Filtering of 3D Point Clouds in Stereo Vision

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science_rcn

Reference implementation of a two-level RCN model

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ssd-6d

Inference code and trained networks for SSD-6D

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ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

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tnt

an abstraction to train neural networks

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Total-Text-Dataset

Total Text Dataset - ICDAR 2017. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.

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yolo2-pytorch

YOLOv2 in PyTorch

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