wuzzh

FaceDatasets

Some scripts to process face datasets.

frcnn

Faster R-CNN C++ version based on Caffe; support approximate joint train.

Image_Captioning_AI_Challenger

Code for AI Challenger contest. (Generating chinese image captions)

AI-Challenger-Keypoints-pytorch

AI Challenger Keypoints Detection(https://challenger.ai/competition/keypoint/leaderboard) (SYSU_Pose Rank #6)

benchmark_results

visual tracker benchmark results

caffe-faster-rcnn-resnet-fpn

caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

CapsNet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

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"

dataset

The Open Images dataset

erfnet_pytorch

Pytorch code for semantic segmentation using ERFNet

Faster-Rotated-Region-based-Convolutional-Neural-Network

Focusing-attention-of-Fully-convolutional-neural-networks-on-Region-of-interest-ROI-input-map-

This project contains code for a fully convolutional neural network (FCN) for semantic segmentation with a region of interest (ROI) map as an additional input (Figure 1). The net receives image and ROI as a binary map with pixels corresponding to ROI marked 1, and produce pixel-wise annotation of the ROI region of the image. The method is based on using region selective features This code was tested on for semantic segmentation task of materials in transparent vessels where the vessel area of the image was set as the ROI.

labelImg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

LabelImgTool

:metal: LabelImgTool is a graphical image annotation tool which supports CLS,DET and SEG

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Mobilenet-SSD-License-Plate-Detection

基于mobilenet-ssd车牌检测

mtcnn-caffe

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

mx-maskrcnn

An MXNet implementation of Mask R-CNN

RetinaNet

An implementation of RetinaNet in PyTorch.

ROI_Align

ROI_Align

rsis

Recurrent Neural Networks for Semantic Instance Segmentation

soft-nms

Object Detection

SSE

Learning Supervised Scoring Ensemble for Emotion Recognition in the Wild, EmotiW 2017, ICMI 2017

super-caffe

A super caffe for mobilenet, deep-feature flow, single shot Multi-box detection, flownet, PSPnet

TBCF

Tracking Benchmark for Correlation Filters

tf-pose-estimation

Openpose from CMU implemented using Tensorflow with Custom Architecture for fast inference.

TuSimple-DUC

Understanding Convolution for Semantic Segmentation

VideoFace

let machine learning help you watching video.