walter1218 Goto Github PK

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-portfolio-management

Source code for the blog post on the evolution of the asset allocation methods

deepcars

deepfashion2

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

deeplearning

Deep Learning Nanodegree Foundation Program

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

deepvideoanalytics

A distributed visual search and visual data analytics platform.

diversity-in-cnn-filters

Diversity promoting prior based on Determinantal Point Process over filters of a convolutional layer

dpns

Dual Path Networks

dpp

Determinantal point process

drl-flappybird

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

drl_binpacking

3D bin packing is a classical and challenging combinatorial optimization problem in logistics and production systems. An effective bin packing algorithm means the reduction of total packing cost and increase in utilization of resources. Because the cost of packing materials, which is mainly determined by their surface area, occupies the most part of packing cost, and in many real business scenarios there is no bin with fixed size, so AI Department of Cainiao proposed a new type of 3D bin packing problem. The objective of this new type of 3D bin packing problem is to pack all items into a bin with minimized surface area. And a DRL method based on the sequence-to-sequence model is proposed to solve the problem. This is the research paper link: https://arxiv.org/abs/1708.05930. Source code of this method can be found in the project.

dssm-1

DSSM and Multi-View DSSM

fashion-landmarks

Fashion Landmark Detection in the Wild

faster_rcnn

fcn

fun

forge

A neural network toolkit for Metal

forum

蓝灯(Lantern)官方论坛

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

gcn

Implementation of Graph Convolutional Networks in TensorFlow

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

glove

GloVe model for distributed word representation

google-research

Google Research

grabcutios

Image segmentation using GrabCut algorithm for iOS

hangzhou_house_knowledge

2017年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to everyone.

iccv17-fashiongan

Full version (training+testing) of implementation of Shizhan Zhu et al.'s ICCV-17 work Be Your Own Prada: Fashion Synthesis with Structural Coherence

imgaug

Image augmentation for machine learning experiments.

ios_camera_object_detection

Realtime mobile visualize based Object Detection based on TensorFlow and YOLO model

ios_ml

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.