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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

attention-ocr

Visual Attention based OCR

caffe

Caffe: a fast open framework for deep learning.

caffe-ssd

基于caffe框架的ssd目标检测、mAP统计、检测效果显示、计算文档

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework. 这个版本编译会报错

caffe2_old

chinese-ocr

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

cocoapi

COCO API - Dataset @ http://cocodataset.org/

crnn.pytorch

Convolutional recurrent network in pytorch

darknet

Convolutional Neural Networks、计算mAP、技术文档

darknet_map

测试mAP、计算anchors ./darknet detector calc_anchors ./cfg/voc_2class.data -width 960 -height 512 -num_of_clusters 12 -show ; ./darknet detector map ./cfg/voc_2class.data ./cfg/yolov3-voc_2class.cfg /opt/zhangjing/darknet/darknet-master/backup/2class_4anchor_70362_new/yolov3-voc_2class_100000.weights

deepalignmentnetwork

A deep neural network for face alignment

deepdetect

Deep Learning API and Server in C++11 with Python bindings and support for Caffe, Tensorflow, XGBoost and TSNE

deepvideoanalytics

A highly configurable visual search & analytics platform for images and videos.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. 作者更新了代码，用新代码训练、旧代码测试mAP。

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

detectron2-restful

detectron2-restful : pip install -U 'git+https://github.com/facebookresearch/fvcore'

east

A tensorflow implementation of EAST text detector. demo: http://east.zxytim.com/?r=d3880c58-da35-11e7-bab2-f23c91e0703e

easydarwin

open source、high performance、industrial rtsp streaming server,a lot of optimization on streaming relay,KeyFrame cache,RESTful,and web management,also EasyDarwin support distributed load balancing,a simple streaming media cloud platform architecture.高性能开源RTSP流媒体服务器，基于go语言研发，维护和优化：RTSP推模式转发、RTSP拉模式转发、录像、检索、回放、关键帧缓存、秒开画面、RESTful接口、WEB后台管理、分布式负载均衡，基于EasyDarwin构建出了一套基础的流媒体云视频平台架构！

face_recognition

The world's simplest facial recognition api for Python and the command line

facenet

Face recognition using Tensorflow

fairmot

A simple baseline for one-shot multi-object tracking

fcrn_detect

采样FCRN: Fully-Convolutional Regression Network (全卷积回归网络)，出自VGG 实验室这篇 CVPR2016的Paper：Synthetic Data for Text Localisation in Natural Images的文本检测方法，该方法没有复现成功，但是里面涉及的斜的boundingbox可以参考，期待作者公开源码。

image_augment-master

image augment script，python test_detect_multi_process.py 备注：数据增强后还需要删除不太好的数据，有的bbox有偏移

imgaug

Image augmentation for machine learning experiments.

m2det

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

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmyolo_tensorrt

models

Models and examples built with TensorFlow

mtcnn_caffe

Simple implementation of kpzhang93's paper from Matlab to c++, and don't change models.