6943 Open source projects that are alternatives of or similar to Keraspp

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Datasets, tools, and benchmarks for representation learning of code.

Code for Tensorflow Machine Learning Cookbook

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Deep learning codes and projects using Python

RMDL: Random Multimodel Deep Learning for Classification

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。

A deep learning library to provide algs in pure Numpy or Tensorflow.

Natural Language Processing with TensorFlow, published by Packt

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

PyTorch tutorial for learners

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

All about Neural Networks!

CNN for intent classification task in a Chatbot

CNN, LSTM, NBOW, fasttext 中文文本分类

Deep learning applied to georeferenced datasets

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

Privacy-preserving generative deep neural networks support clinical data sharing

A re-implementation of mtcnn. Joint training, tutorial and deployment together.

Spectral Normalization for Keras Dense and Convolution Layers

Detecting emotions using MFCC features of human speech using Deep Learning

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

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch

Projecting images to latent space with StyleGAN2.

Periodic Spatial Generative Adversarial Networks

A End to End CNN Model which predicts the steering wheel angle based on the video/image

🙄 Difficult algorithm, Simple code.

All my experiments with AI and ML

DLTK Model Zoo

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

The deeplearning algorithms implemented by tensorflow

使用PyTorch实现Char RNN生成古诗和周杰伦的歌词

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

[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.

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）

An Open Source Deep Learning Inference Engine Based on FPGA

Kaggle Data Science Bowl 2018

PyTorch implementation of SIFT descriptor

A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorch

1st place solution

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

Object classification with CIFAR-10 using transfer learning

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。

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

StarNet

A repository to keep track of all the code that I end up writing for my blog posts.

Using Keras and cats to visualize layers from CNNs

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

CNN image classifier implemented in Keras Notebook 🖼️.