YadongWei's repositories
ShuffleDet
this work is based on https://github.com/BichenWuUCB/squeezeDet, what different is that: - we changed squeezenet part in squeedet into shufflenetv2. - we build the classification task on ImageNet so you can pretrain the shufflenetv2 by yourself. - we do the quantization of weights and activitions and fusion the BN layer into convolution layer.
AIIntern2018
AIIntern2018
BWN_TWN_QUAN_DoRaFa_net-for-matconvnet
Implement of BNN(binary neuron network) ,TWN (Tenary weight Network),DoReFaNet, and QUAN on matconvnet.
cfnet1_zynq_image_preprocessing
when we want to use fpga to implement the speed up of the cfnet1, we plan to use arm to realize the image processing
lihongyi_slides
lihongyi_slides
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
ECCV2018_accepted_paper
ECCV2018_accepted_paper
ImageNet_with_module
Super lightweight Network based on ImageNet
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
benchmark_results
visual tracker benchmark results
Learning-to-See-in-the-Dark
Learning to See in the Dark. CVPR 2018
model-master
many resouces
module_compression
a simple model compression ppt
ncnn_106landmarks
ncnn example: face detection: retinaface&&mtcnn, landmark: zqcnn, recognize: mobilefacenet
Onboard-SDK
DJI Onboard SDK Official Repository
paper_reading-quantization-
paper_reading(quantization)
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch)
Tengine-Convert-Tools
Tengine Convert Tool supports converting multi framworks' models into tmfile that suitable for Tengine-Lite AI framework.
tensorlayer2
[WIP] Updating TensorLayer for TensorFlow 2.0