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

3D U-Net model for volumetric semantic segmentation written in pytorch

Stock Price Prediction using Machine Learning Techniques

Deepfakes Video classification via CNN, LSTM, C3D and triplets

🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

QA - Answer Selection (Rank candidate answers for a given question)

Solution to Kaggle - Web Traffic Time Series Forecasting

A deep learning based gaze estimation framework implemented with PyTorch

The implementation of Relativistic average GAN with Keras

All my experiments with AI and ML

This toolbox is support material for the book on CNN (http://www.convolution.network).

Exercise notebooks for CVND.

TensorFlow Tutorial for Time Series Prediction

Diseases Detection from NIH Chest X-ray data

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

The Official Deep Learning Framework for Route-based Place Recognition

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Neural Paiters

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease

Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network

Pytorch implementation of pix2pix for various datasets.

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

DCGAN image generator 🖼️.

My Attempt(s) In The World Of ML/DL....

Discovering Interpretable GAN Controls [NeurIPS 2020]

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Detecting emotions using MFCC features of human speech using Deep Learning

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

Deep learning applied to georeferenced datasets

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

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

Periodic Spatial Generative Adversarial Networks

The deeplearning algorithms implemented by tensorflow

Kaggle Data Science Bowl 2018

Projecting images to latent space with StyleGAN2.

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

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）

🙄 Difficult algorithm, Simple code.

使用PyTorch实现Char RNN生成古诗和周杰伦的歌词

An Open Source Deep Learning Inference Engine Based on FPGA

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

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

DLTK Model Zoo

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

Object classification with CIFAR-10 using transfer learning

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

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.

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

1st place solution

CNN image classifier implemented in Keras Notebook 🖼️.

StarNet

DCGAN face generator 🧑.

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"

PyTorch implementation of SIFT descriptor