Leesoon1984's repositories

AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

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appdocs

Application Performance Optimization Summary

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conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

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cookbook-2nd

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

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cs231n.github.io

Public facing notes page

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deep-learning-models

Keras code and weights files for popular deep learning models.

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Deep-Learning-with-Keras

Code repository for Deep Learning with Keras published by Packt

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deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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deeplearning.ai

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

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Detectron

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

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dlcv_for_beginners

《深度学习与计算机视觉》配套代码

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ee227c.github.io

EE227C (Spring 2018) Course page

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graphic-deep-neural-network

将深度神经网络中的一些模型 进行统一的图示,便于大家对模型的理解

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Keras-GAN

Keras implementations of Generative Adversarial Networks.

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keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

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LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

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LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

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lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

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MachineLearning

Machine learning resources

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mxnet-dssd

An mxnet implementation of Deconvolutional SSD

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python3-cookbook

《Python Cookbook》 3rd Edition Translation

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RefineDet

Single-Shot Refinement Neural Network for Object Detection

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Scene-Text-Understanding

OCR, Scene-Text-Understanding, Text Recognition

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tensorboard-pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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transfer_learning

deep transfer learning

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transfer_learning_music

Transfer learning for music classification and regression tasks

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transferlearning

Resources and codes about transfer learning and domain adaptation--迁移学习

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VisualDL

A platform to visualize the deep learning process.

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YAD2K

YAD2K: Yet Another Darknet 2 Keras

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