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xuqy1981's Projects

keras_script icon keras_script

Script to execute the convolutional neural network using the Keras framework. And another script to extract the features using the penultimate layer.

kinetics-i3d icon kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

lightnet icon lightnet

MATLAB Transparent deep learning in hundreds of lines of code.

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

mdnet icon mdnet

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

medicalnet icon medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

ml-dl_book icon ml-dl_book

机器学习、深度学习一些个人认为不错的书籍。

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

mtbook icon mtbook

《机器翻译:统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods

multinet icon multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

mvision icon mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

nas-projects icon nas-projects

Several neural architecture search (NSA) algorithms implemented in PyTorch.

neuraltalk icon neuraltalk

图像理解NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nlp-beginner-finish icon nlp-beginner-finish

此项目完成了关于 NLP-Beginner:自然语言处理入门练习 的所有任务,所有代码都经过测试,可以正常运行。

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

owm icon owm

Code for Continual Learning of Context-dependent Processing in Neural Networks

pix2pix icon pix2pix

Image-to-image translation using conditional adversarial nets基于条件对抗网络(cGAN)自学习映射损失函数的以图搜图新进展

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

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