mqchen1993's repositories
A-Variation-of-Dice-coefficient-Loss-Caffe-Layer
Computes the variation of dice coefficient loss for real-value regression task.
caffe-model
Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks
caffemodel2json
A small tool to dump Caffe's *.caffemodel to JSON for inspection
Cascaded-FCN
Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
cnn-models
ImageNet pre-trained models with batch normalization for the Caffe framework
fast-rcnn
Fast R-CNN
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
flask-keras-cnn-image-retrieval
CNN-based image retrieval built on Keras
FPN
Feature Pyramid Networks for Object Detection
lsoftmax-pytorch-1
PyTorch implementation Large-Margin Softmax (L-Softmax) loss
LV-segmentation
UCLA-CS269 Project -- Cardiac MR Left Ventricle Segmentation Challenge.
mean_average_precision
Small and simple python/numpy utility to compute mean average precision (mAP) on detection task.
Medical-Image-Analysis
Detection and segmentation of the Left Ventricle in Cardiac MRI using Deep Learning and Deformable models
MobileNet-Caffe
Caffe Implementation of Google's MobileNets (v1 and v2)
Modified-U-Net-using-Caffeframework
Caffe framework to implement semantic segmentation based on U*-Net.
MultiregionBilinearCNN-ReId
This is the caffe code and evaluation scripts for the paper "Multi-region Bilinear CNNs for Person Re-Identification"
mxnet-ssd
MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd
PVANet-FACE
A face detection model based on PVANet
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
ResNet
Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet
resnet-cifar10-caffe
ResNet 20 32 44 56 110 for CIFAR10 with caffe
resnet-protofiles
Caffe Protofiles for MSRA ResNet: train prototxt
RON
RON: Reverse Connection with Objectness Prior Networks for Object Detection, CVPR 2017
SSD-Tensorflow
Single Shot MultiBox Detector in TensorFlow
Xception-caffe
Xception implemented with caffe