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341 search results found

Distributed Keras Engine, Make Keras faster with only one line of code.

Applied Deep Learning With Tensorflow ⭐ 163

Learn applied deep learning from zero to deployment using TensorFlow 1.8+

Terngrad ⭐ 152

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

Chinese Speech To Text ⭐ 144

Chinese Speech To Text Using Wavenet

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

Har Keras Cnn ⭐ 137

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

Deeppose_tf ⭐ 130

DeepPose implementation on TensorFlow. Original Paper http://arxiv.org/abs/1312.4659

Parallax ⭐ 128

A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.

Sunstreaker ⭐ 126

以jax为后端的类似keras的框架

Aboleth ⭐ 125

A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation

Deep Steganography ⭐ 125

Hiding Images within other images using Deep Learning

Deep Learning Papers Reading Roadmap ⭐ 122

深度学习论文阅读路线图

Soundnet Tensorflow ⭐ 120

TensorFlow implementation of "SoundNet".

Microexpnet ⭐ 118

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images

Adversarialdnn Playground ⭐ 117

VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo

Trainer Mac ⭐ 115

Trains a model, then generates a complete Xcode project that uses it - no code necessary

Machine Learning Demystified ⭐ 114

A weekly workshop series at ITP to teach machine learning with a focus on deep learning

Opentpod ⭐ 110

Open Toolkit for Painless Object Detection

Tfg Voice Conversion ⭐ 109

Deep Learning-based Voice Conversion system

Machine_learning_lectures ⭐ 109

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

Graph2vec_tf ⭐ 107

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

Sign Language Interpreter Using Deep Learning ⭐ 104

A sign language interpreter using live video feed from the camera.

Deep Learning Coursera ⭐ 102

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Gradient Centralization Tensorflow ⭐ 99

Instantly improve your training performance of TensorFlow models with just 2 lines of code!

Graffitist ⭐ 99

Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow.

A fast LSTM Language Model for large vocabulary language like Japanese and Chinese

Deep_architect ⭐ 98

A general, modular, and programmable architecture search framework

Robot Grasp Detection ⭐ 97

Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.

TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation

Flex Convolution ⭐ 93

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

Pinns Tf2.0 ⭐ 91

TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

Ck Tensorflow ⭐ 89

Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):

Inpainting Gmcnn Keras ⭐ 87

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

ANRL: Attributed Network Representation Learning via Deep Neural Networks(IJCAI-2018)

X Ray Classification ⭐ 85

X-ray Images (Chest images) analysis and anomaly detection using Transfer learning with inception v2

Deep Learning ⭐ 85

🙃 深度学习实践与知识总结

C2ae Multilabel Classification ⭐ 82

Tensorflow implementation for the paper 'Learning Deep Latent Spaces for Multi-Label Classfications' in AAAI 2017

Learn Ml Basics ⭐ 81

A collection of resources that should help and guide your first steps as you learn ML and DL. I am a beginner as well, and these are the resources I found most useful.

Traffic Light Classification ⭐ 80

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

Training Deep Neural Networks for Wireless Resource Management

Yolo Tiny V1 Mobile ⭐ 78

Yolo for Android and iOS - Mobile Deep Learning Object Detection in Realtime written in Kotlin and Swift

Model Server ⭐ 76

gRPC server for hosting ML models trained on any framework in python

Tensorflow Mil ⭐ 74

TF Implementation of Multiple Instance Learning FCN.

Seq2seq Chatbot ⭐ 74

A sequence2sequence chatbot implementation with TensorFlow.

Dareblopy ⭐ 74

Data Reading Blocks for Python

Deep Learning Model Deploy With Django ⭐ 74

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

Channelnets ⭐ 73

Tensorflow Implementation of ChannelNets (NeurIPS 18)

Tengine Convert Tools ⭐ 72

Tengine Convert Tool supports converting multi framworks' models into tmfile that suitable for Tengine-Lite AI framework.

Guofei9987.github.io ⭐ 71

个人博客，欢迎fork

3d Semantic Segmentation ⭐ 69

This work is based on our paper Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds, which is appeared at the IEEE International Conference on Computer Vision (ICCV) 2017, 3DRMS Workshop.

100daysofml ⭐ 67

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

Dfi Tensorflow ⭐ 66

Implementation of Deep Feature Interpolation in Tensorflow using a VGG19 model

Jpeg Defense ⭐ 65

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Cs224n_project ⭐ 65

Neural Image Captioning in TensorFlow.

Very Deep Convnets Raw Waveforms ⭐ 64

Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf

Nlp Pretrained Model ⭐ 63

A collection of Natural language processing pre-trained models.

Video_generator ⭐ 63

This is implementation of convolutional variational autoencoder in TensorFlow library and it will be used for video generation.

Deep Atrous Cnn Sentiment ⭐ 63

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Tensorflow ⭐ 63

TensorFlow for the IPU

Kospacing ⭐ 61

Automatic Korean word spacing with R

Bidisentiment ⭐ 60

Two-way deep RNN for sentiment classification.

Dnn Watermark ⭐ 60

Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.

Bidaf Keras ⭐ 60

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

Fake_news_detection_deep_learning ⭐ 60

Fake News Detection using Deep Learning models in Tensorflow

Time Attention ⭐ 58

Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971

利用深度学习实现中文分词

Train Ai With Django Swagger Jwt ⭐ 57

Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series Forecasting.

FFTNet: a Real-Time Speaker-Dependent Neural Vocoder

Bayesbyhypernet ⭐ 55

Code for the paper Implicit Weight Uncertainty in Neural Networks

Tensorflow For Beginners ⭐ 54

Introduction to deep learning with Tensorflow.

Age And Sex Prediction From Image Convolutional Neural Network With Artificial Intelligence ⭐ 54

Age and Sex Prediction from Image - Convolutional Neural Network with Artificial Intelligence

Gdax Orderbook Ml ⭐ 53

Application of machine learning to the Coinbase (GDAX) orderbook

Sarcasm Detection ⭐ 52

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Yolo v4 using TensorFlow 2.x

Hotdog Or Not Hotdog ⭐ 49

Implementation of Hot Dog or not app from Silicon Valley (CNN to identify if the given picture is a hot dog or not)

Costar_plan ⭐ 49

Integrating learning and task planning for robots with Keras, including simulation, real robot, and multiple dataset support.

Dense_bilstm ⭐ 48

Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification

Network Assembler ⭐ 48

Network Assembler is a simple way to create neural networks in Keras

Deep Learning ⭐ 48

Deep Learning Bootcamp

Graphattack ⭐ 45

Computational graph library for machine learning

Tiny_imagenet ⭐ 44

TensorFlow Deep CNN for Tiny ImageNet Problem

An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (From getting images from google to saving our trained model for reuse.)

Image Similarity ⭐ 43

Efficient utility of image similarity using deep neural network and deep learning.

Kendryte Tensorflow ⭐ 43

Tensorflow for Kendryte, optimized for KPU

Decentralized Ml ⭐ 42

Full stack service enabling decentralized machine learning on private data

Road Segmentation in Satellite Aerial Images

Bipropagation ⭐ 41

Dockerkeras ⭐ 41

We provide GPU-enabled docker images including Keras, TensorFlow, CNTK, MXNET and Theano.

German Traffic Sign Classification Using Tensorflow ⭐ 40

In this project, I used Python and TensorFlow to classify traffic signs. Dataset used: German Traffic Sign Dataset. This dataset has more than 50,000 images of 43 classes. I was able to reach a +99% validation accuracy, and a 97.3% testing accuracy.

Mobilenet_v1_stm32_cmsis_nn ⭐ 40

Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support

Kaggle Courses ⭐ 39

Courses on Kaggle

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

Leaf Diseases Detect ⭐ 38

It's able to detect 33 type of leaf diseases by using Deep learning.. I use transfer learning on the project. For More Information read my code.

Tensorscript ⭐ 38

REPO MOVED TO https://repetere.github.io/jsonstack-model - Deep Learning Classification, Clustering, LSTM Time Series and Regression with Tensorflow

Constrained_attention_filter ⭐ 38

(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

Google Cloud Deep Learning Kit ⭐ 38

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.

Hypelcnn ⭐ 38

A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data

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