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Danqing Kang's Projects

pytorch-biggraph icon pytorch-biggraph

Software used for generating embeddings from large-scale graph-structured data.

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-hardnet icon pytorch-hardnet

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-metric-learning icon pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorch-studiogan icon pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

pytorch.repmet icon pytorch.repmet

THIS PROJECT IS BEING REWORKED TO BE MORE READABLE ALSO CURRENTLY ADDING DETECTION

pytorchinsight icon pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

pytorchviz icon pytorchviz

A small package to create visualizations of PyTorch execution graphs

qpth icon qpth

A fast and differentiable QP solver for PyTorch.

r2cnn-plus-plus_tensorflow icon r2cnn-plus-plus_tensorflow

This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.

r3det_tensorflow icon r3det_tensorflow

R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

raincloudplots icon raincloudplots

Code and tutorials to visualise your data that is both beautiful *and* statistically valid

rdsnet icon rdsnet

implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation"

real-sr icon real-sr

Real-World Super-Resolution via Kernel Estimation and Noise Injection

real-time-network icon real-time-network

real-time network architecture for mobile devices and semantic segmentation

realmix icon realmix

Code for the paper: RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms

realsr icon realsr

Real-World Super-Resolution via Kernel Estimation and Noise Injection

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