liangzimei's repositories
bgslibrary
A background subtraction library
caffe-heatmap
Caffe with heatmap regression & spatial fusion layers. Useful for any CNN image position regression task.
caffe-model
Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext
compact_bilinear_pooling
MatConvNet and Caffe repo with compact bilinear and bilinear pooling functionality added
deep-crowd-counting_crowdnet
An independent implementation of "CrowdNet: A Deep Convolutional Network for Dense Crowd Counting"
DenseNetCaffe
Caffe code for Densely Connected Convolutional Networks (DenseNets)
Eval-Detection-AP
Detection Evaluation with AP criterion
five-video-classification-methods
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
Interesting-papers-and-projects
collections of papers and projects
pedestrain_detection
Compare the pedestrain detection using Faster RCNN and RPN+BF
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
py-faster-rcnn-data-interface-generator
A text replacement based faster rcnn data interface generator
py-faster-rcnn-OHEM
faster rcnn Online hard example mining
pynetbuilder
pyNetBuilder is a modular pytonic interface with builtin modules for generating popular caffe prototxt network file definitions.
SqueezeNet
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters
SqueezeNet-Residual
residual-SqueezeNet
Video-Classification-2-Stream-CNN
Video Classification using 2 stream CNN
Weighted_Softmax_Loss
Weighted Softmax Loss Layer for Caffe
yamlmatlab
Automatically exported from code.google.com/p/yamlmatlab