8725 Open source projects that are alternatives of or similar to Deep Learning With Python

1st place solution

A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.

Implementation of my paper "Real-time Document Localization in Natural Images by Recursive Application of a CNN."

Sentence Classifications with Neural Networks

Try to use tf.estimator and tf.data together to train a cnn model.

A Tensorfflow implementation of Attend, Infer, Repeat

Deep Learning: Image classification, feature visualization and transfer learning with Keras

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

Biologically-realistic recurrent convolutional neural networks

A collection of deep learning models implemented in PyTorch

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

PyTorch tutorials A to Z

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

Text Classification Algorithms: A Survey

convolutional lstm implementation in pytorch

R interface to the keras library

PyTorch implementation of LeNet-5 with live visualization

ECG classification programs based on ML/DL methods

Javascript/WebAssembly deep learning library for MLPs and convolutional neural networks

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

60_Days_RL_Challenge中文版

AI & Deep Learning Enthusiasts Meetup Project & Study Sessions

Python library for Reservoir Computing using Echo State Networks

Breast Cancer Classification using CNN and transfer learning

Deep Learning Food Classifier for iOS using Keras and Tensorflow

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

Fast and Easy Infinite Neural Networks in Python

Sarcasm detection on tweets using neural network

YOLOv2 trained against custom dataset

LeagueAI software framework for League of Legends that provides information about the state of the game based on Image Recognition using OpenCV and Pytorch.

How to train an object detection model easy for free

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

A tool for automatic phoneme transcription

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行，跑不起来直播吃键盘。

Object localization in images using simple CNNs and Keras

Detect and recognize The Simpsons characters using Keras and Faster R-CNN

Real-Time Object Pose Estimation with Pose Interpreter Networks (IROS 2018)

Discovering Interpretable GAN Controls [NeurIPS 2020]

Machine Learning for High Energy Physics.

Voice Activity Detection based on Deep Learning & TensorFlow

Research on Texas Hold'em AI

Using Machine Learning to predict the type of exercise from movement data

Projecting images to latent space with StyleGAN2.

Code examples for training AlexNet using Keras and Theano

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

A Pytorch implementation of Stylegan2 with UNet Discriminator

Text to Speech with PyTorch (English and Mongolian)

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Hiding Images within other images using Deep Learning

Copy-paste augmentation for segmentation and detection tasks

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

Reproduce CheXNet