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faster-rcnn_tf

Faster-RCNN in Tensorflow

fastfpn

Tensorflow implementation for "Feature Pyramid Networks for Object Detection"

flownet2-docker

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

fpn

Feature Pyramid Network

fpn_tensorflow

A Tensorflow implementation of FPN detection framework.

gittest

how to git

glog

Mirror of google glog 0.3.3 repo

gradient-boosted-decision-tree

勾配ブースティングのpythonによる実装

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

historyobjectrecognition

human-detection-and-tracking

Human-detection-and-Tracking

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

labelimg

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

lstm-rcnn-pedestrian-detection

Pedestrian Detection with Faster R-CNN in TensorFlow

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mathsdl-spring18

Topics course Mathematics of Deep Learning, NYU, Spring 18

models

Models built with TensorFlow

mscnn

Caffe implementation of our multi-scale object detection framework

nninit

Weight initialization schemes for PyTorch nn.Modules

opencv

Open Source Computer Vision Library

pedestrain_detection

Compare the pedestrain detection using Faster RCNN and RPN+BF

pedestrian

Pedestrian Detection in Urban Environments Using Contour Based Detection

pedestrian-haar-based-detector

Haar features based (Viola-Jones, Leinhart Optimization) pedestrian detection framework

pedestriancounter

Pedestrians detection and tracking using OpenCV on Python

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

python

Demo and other Python3 code

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource