keras

<핸즈온 머신러닝 3판>의 주피터 노트북 저장소

基于卷积神经网络的语音识别声学模型的研究

Utilities for preprocessing text for deep learning with Keras

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

A machine learning experiment

Face detection with mobilenet-ssd written by tf.keras.

Code for TianChi 2018 FashionAI Cloth KeyPoint Detection Challenge

The Inception-ResNet v2 model using Keras (with weight files)

An awesome semantic segmentation model that runs in real time

C3D for Keras + TensorFlow

Open R-NET (hy` առնետ 🐁) implementation and detailed analysis: https://git.io/vd8dx

lock mechanism with face recognition and liveness detection

100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

Lung fields segmentation on CXR images using convolutional neural networks.

CNN for heartbeat classification

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS AP...

코딩셰프의 3분 딥러닝, 케라스맛

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed...

Implementation of Very Deep Convolutional Neural Network for Text Classification

A bidirectional LSTM with attention for multiclass/multilabel text classification.

A Show And Tell implementation for iOS 11.0 based on CoreML

An MDN Layer for Keras using TensorFlow's distributions module

This repository is an implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS) with a vocoder t...

Some of my scripts to automate the boring stuff around me

Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras

A collection of Natural language processing pre-trained models.

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature...

Implementation of XLNet that can load pretrained checkpoints

詳解ディープラーニング

Get started with Semantic Segmentation based on Keras, including FCN32/FCN8/SegNet/U-Net

Using deep learning to predict the genre of a song.

作業分享：台大李宏毅 (Hung-Yi Lee) 教授的Machine Learning (2016, Fall)

Generate monophonic melodies with machine learning using a basic LSTM RNN

Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

15+ Machine/Deep Learning Projects in Ipython Notebooks

Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

Implementing a self driving car using a 3D Driving Simulator. CNN will be used for training

Basic Gesture Recognition Using mmWave Sensor - TI AWR1642

图卷积神经网络 Graph Convolutional Network with Keras

Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.

Implementations of some popular Saliency Maps in Keras

DeepLabV3+ implemented in TensorFlow2.0

A Scaffold to help you build Deep Learning Model much more easily, implemented with TensorFlow 2.0

Moved to https://github.com/labmlai/labml/tree/master/app

简明 SSD 目标检测模型 keras version（交通标志识别 训练部分见 dev 分支）

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

Building an image classifier using keras

Code for "Neural Networks for Topology Optimization"

Hand-gesture recognition on iOS app using CoreML