Zhuang Zhuang

Towards-Effective-Low-bitwidth-Convolutional-Neural-Networks. This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"

Group-Net-image-classification. Structured Binary Neural Networks for Image Recognition

Group-Net-semantic-segmentation. Structured Binary Neural Networks for Image Recognition

HCVRD-a-benchmark-for-large-scale-Human-Centered-Visual-Relationship-Detection. HCVRD: a benchmark for large-scale Human-Centered Visual Relationship Detection

Towards-Context-aware-Interaction-Recognition-for-Visual-Relationship-Detection. Towards Context-aware Interaction Recognition for Visual Relationship Detection

Fast-Training-of-Triplet-based-Deep-Binary-Embedding-Networks. Fast-Training-of-Triplet-based-Deep-Binary-Embedding-Networks

Parallel-Attention-A-Unified-Framework-for-Visual-Object-Discovery-through-Dialogs-and-Queries. Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries

role-kd. Role-Wise Data Augmentation for Knowledge Distillation

DoReFa-Net-implementation. Python

Attend-in-Groups-a-Weakly-supervised-Deep-Learning-Framework-for-Learning-from-Web-Data. Attend in Groups: a Weakly-supervised Deep Learning Framework for Learning from Web Data

ResNet-18-Caffemodel-on-ImageNet. ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

model-quantization. Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)

FCOS. FCOS: Fully Convolutional One-Stage Object Detection

tensorpack. Neural Network Toolbox on TensorFlow

bohanzhuang.github.io. JavaScript

996.ICU. Repo for counting stars and contributing. Press F to pay respect to glorious developers.

Visual-Tracking-via-Discriminative-Sparse-Similarity-Map. Visual Tracking via Discriminative Sparse Similarity Map

DCP. Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”

pytorch-caffe-darknet-convert. convert between pytorch, caffe prototxt/weights and darknet cfg/weights

Lasagne. Lightweight library to build and train neural networks in Theano

DeepLabv3.pytorch. PyTorch implementation of DeepLabv3

GDFQ. official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)

vision. Datasets, Transforms and Models specific to Computer Vision

ziplab.github.io. HTML