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adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer and cosine learning rate scheduler for PyTorch framework

artificial-intelligence-with-python

Code repository for Artificial Intelligence with Python, published by Packt

awesome-semantic-segmentation

awesome-semantic-segmentation

caffe-model-zoo

caffe pretrained models and prototxt

caffe-yolov2-windows

A windows caffe implementation of YOLOv2 detection network, with pretrained weights on VOC0712 and mAP=0.709

cnki-downloader

知网(CNKI)文献下载工具

cs231n

CS231n

darknet

Windows and Linux version of Darknet Yolo v2 Neural Networks for object detection

dbms

空间数据管理作业

decisiontree

deep-learning-traffic-lights

Code and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge

deeplab-v2

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

densenet-caffe

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dilation

Dilated Convolution for Semantic Image Segmentation

efficient-pytorch

My best practice of training large dataset using PyTorch.

face_align

人脸图片对齐，让眼睛固定在输出图片的固定位置。

facedetect

faster_rcnn

Faster R-CNN

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

flickr_pho_grabing

fund_price_inquiry

基金价格查询

icrawler

A multi-thread crawler framework with many builtin image crawlers provided.

keras

为Python安装keras；环境：Windows

knn

K-最近邻规则分类算法

make_voc2007

制作自己的VOC2007数据集用于faster-rcnn目标检测模型训练

mapillary_pic_crawling

Mapillary地图网站众源数据下载

mapillary_tools

Useful tools and scripts related to Mapillary

mobilenet-v2-caffe

MobileNet-v2 experimental network description for caffe