keras

A repository for recording the machine learning code

transformers implement (architecture, task example, serving and more)

Keras generators to generate sequences from videos as input

Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.

Segmentation of ID Cards using Semantic Segmentation

Attention-based bidirectional LSTM for Classification Task (ICASSP)

CNN for intent classification task in a Chatbot

keras复现场景文本检测网络CPTN: 《Detecting Text in Natural Image with Connectionist Text Proposal Network》；欢迎试用，关注，并反馈问题...

Capsule Network on Fashion MNIST dataset

Behavioral cloning: end-to-end learning for self-driving cars.

A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting

Serving a keras model (neural networks) in a website with the python Django-REST framework.

Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.

Edge : a computing engine base C++/C

基于深度学习识别12306验证码

Speech-to-text based on wav2letter built for transfer learning

🤖A list of resources to help anyone getting started with GANs 🤖

conditional variational autoencoder written in Keras [not actively maintained]

CNN 1D vs 2D audio classification

[ICLR 2018] Tensorflow/Keras code for Semi-parametric Topological Memory for Navigation

A repository for some of the code I use in kaggle data science & machine learning tasks.

State of the art faster Natural Language Processing in Tensorflow 2.0 .

Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)

Keras implementation of Structural Deep Network Embedding, KDD 2016

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

Keras Implementation of Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Real-time Facial Expression Transfer --> facial expression capture and reenactment via webcam

Deep Reinforcement Learning For Trading

It is the skb path of Linux kernel

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualizati...

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

Protein Secondary Structure predictor using Convolutional Neural Networks

Code for "Neural Networks for Topology Optimization"

Capsule Network on Fashion MNIST dataset

Context-Dependent Sentiment Analysis in User-Generated Videos

动漫图片超分辨率（SISR）——基于WDSR (2019-4-30)

Realtime person's face recognize and can classify emotion using webcam, video or images.

:bulb:My Solution to Facial Emotion Recognization in Kaggle competition

Derin Öğrenme Tabanlı - seq2seq - Türkçe için kelime kökü bulma web uygulaması - Turkish Stemmer (tr_stemmer)

Bert-classification and bert-dssm implementation with keras.

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and R...

Application of machine learning to the Coinbase (GDAX) orderbook

Deep learning tools for predicting oil well data

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

TensorFlow implementation of focal loss

Convolutional neural networks with Python 3 and Keras

Set of models for classifcation of 3D volumes