zrh0712,github

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

fpn_pytorch

Base jwyang/fpn.pytorch, train FPN on Pascal VOC get 80.5 mAP

freeanchor

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

iic

Official implementation of ACMMM'20 paper 'Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework'

image-classification

image-classification for mxnet, forked from incubator-mxnet/examples and Kaels-toolbox

imagenet18

Code to reproduce "imagenet in 18 minutes" experiments

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

kaels-toolbox

Invoker Kael's toolbox, a collection of frequently used scripts.

kaels-toolbox-1

Invoker Kael's toolbox, a collection of frequently used scripts.

livebot

LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts (AAAI 2019)

m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)