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Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

https://github.com/marl/crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

keras music-information-retrieval pitch-estimation tensorflow

Last synced: 05 Aug 2024

https://github.com/The-AI-Summer/Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ai cloud deep-learning deeplearning deployment machine-learning machinelearningproject neural-network production python semantic-segmentation tensorflow training unet

Last synced: 02 Aug 2024

https://github.com/emedvedev/attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

cnn google-cloud google-cloud-ml hacktoberfest image-recognition machine-learning ml ocr ocr-recognition seq2seq tensorflow

Last synced: 30 Jul 2024

https://github.com/carefree0910/MachineLearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 02 Aug 2024

https://github.com/adeshpande3/Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

deep-learning machine-learning tensorflow

Last synced: 07 Aug 2024

https://github.com/tensorflow/tfjs-node

TensorFlow powered JavaScript library for training and deploying ML models on Node.js.

javascript machine-learning node-module nodejs tensorflow

Last synced: 01 Aug 2024

https://github.com/carpedm20/NTM-tensorflow

"Neural Turing Machine" in Tensorflow

neural-turing-machines tensorflow

Last synced: 31 Jul 2024

https://github.com/cardwing/Codes-for-Lane-Detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

cnn deep-learning lane-detection lua pytorch tensorflow

Last synced: 30 Jul 2024

https://github.com/bishopfox/eyeballer

Convolutional neural network for analyzing pentest screenshots

ai machine-learning pentesting-tools python security-tools tensorflow

Last synced: 01 Aug 2024

https://github.com/emilwallner/Coloring-greyscale-images

Coloring black and white images with deep learning.

colorization deep-learning jupyter-notebook keras tensorflow tutorial

Last synced: 31 Jul 2024

https://github.com/google-research/morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

automl deep-learning machine-learning neural-architecture-search python tensorflow

Last synced: 07 Aug 2024

https://github.com/Timthony/self_drive

基于树莓派的自动驾驶小车,利用树莓派和tensorflow实现小车在赛道的自动驾驶。(Self-driving car based on raspberry pi(tensorflow))

raspberry-pi self-driving-car tensorflow

Last synced: 31 Jul 2024

https://github.com/curiousily/Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting

Last synced: 02 Aug 2024

https://github.com/AlgoTraders/stock-analysis-engine

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

algorithmic-trading backtesting deep-learning deep-learning-tutorial deep-neural-networks docker helm helm-charts iex iexcloud jupyter keras kubernetes minio options redis s3 stocks tensorflow tradier

Last synced: 01 Aug 2024

https://github.com/localminimum/QANet

A Tensorflow implementation of QANet for machine reading comprehension

cnn machine-comprehension nlp squad tensorflow

Last synced: 01 Aug 2024

https://github.com/khundman/telemanom

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.

anomaly-detection deep-learning kdd kdd2018 keras lstm rnn tensorflow time-series

Last synced: 30 Jul 2024

https://github.com/IBM/MAX-Image-Resolution-Enhancer

Upscale an image by a factor of 4, while generating photo-realistic details.

ai codait computer-vision docker-image ibm machine-learning machine-learning-models neural-network tensorflow

Last synced: 30 Jul 2024

https://github.com/gabrieleangeletti/Deep-Learning-TensorFlow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

deep-learning tensorflow

Last synced: 07 Aug 2024

https://github.com/BishopFox/eyeballer

Convolutional neural network for analyzing pentest screenshots

ai machine-learning pentesting-tools python security-tools tensorflow

Last synced: 31 Jul 2024

https://github.com/GaoQ1/rasa_chatbot_cn

building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)

bert chinese demo intent-classification policy python rasa rasa-chatbot rasa-core rasa-nlu rasa-nlu-gao rasa-x slot-filling tensorflow train-dialogue transformer

Last synced: 01 Aug 2024

https://github.com/BMW-InnovationLab/BMW-TensorFlow-Training-GUI

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

computer-vision computervision deep-learning deep-neural-networks deeplearning detection-api docker gui inference-api machine-learning neural-network no-code object-detection objectdetection resnet rest-api tensorboard tensorflow tensorflow-gui tensorflow2

Last synced: 01 Aug 2024

https://github.com/athena-team/athena

an open-source implementation of sequence-to-sequence based speech processing engine

asr ctc deployment sequence-to-sequence speaker-recognition speech-recognition speech-synthesis tensorflow transformer tts unsupervised-learning wfst

Last synced: 08 Aug 2024

https://github.com/aws/deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

aws docker mxnet pytorch sagemaker tensorflow tensorflow2

Last synced: 01 Aug 2024

https://github.com/eaplatanios/tensorflow_scala

TensorFlow API for the Scala Programming Language

deep-learning machine-learning scala tensorflow

Last synced: 04 Aug 2024

https://github.com/PAIR-code/saliency

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

convolutional-neural-networks deep-learning deep-neural-networks ig-saliency image-recognition machine-learning object-detection saliency saliency-map smoothgrad tensorflow

Last synced: 03 Aug 2024

https://github.com/uber/neuropod

A uniform interface to run deep learning models from multiple frameworks

deep-learning deeplearning incubation inference keras machine-learning machinelearning pytorch tensorflow

Last synced: 02 Aug 2024

https://github.com/davidadsp/generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

chatgpt dalle2 data-science deep-learning diffusion-models generative-adversarial-network gpt-3 machine-learning python stable-diffusion tensorflow

Last synced: 02 Aug 2024

https://github.com/rcmalli/keras-vggface

VGGFace implementation with Keras Framework

keras tensorflow vggface

Last synced: 03 Aug 2024

https://github.com/ProHiryu/bert-chinese-ner

使用预训练语言模型BERT做中文NER

bert chinese fine-tune ner tensorflow

Last synced: 01 Aug 2024

https://github.com/carpedm20/BEGAN-tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

began celeba gan generative-model google tensorflow

Last synced: 07 Aug 2024

https://github.com/yongyehuang/Tensorflow-Tutorial

Some interesting TensorFlow tutorials for beginners.

cnn lstm tensorflow tensorflow-tutorials

Last synced: 10 Aug 2024

https://github.com/mnicnc404/CartoonGan-tensorflow

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

deep-learning gan generative-adversarial-network generative-art keras tensorboard tensorflow tensorflow2 tf-keras

Last synced: 31 Jul 2024

https://github.com/MathiasGruber/PConv-Keras

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

ai deep-learning inpainting keras nvidia python tensorflow

Last synced: 07 Aug 2024

https://github.com/mystic123/tensorflow-yolo-v3

Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

deep-learning detector object-detection tensorflow tensorflow-yolo yolo yolov3

Last synced: 01 Aug 2024

https://github.com/mind/wheels

Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)

ai avx avx2 cuda fma gpu machine-learning ml optimization sse41 sse42 tensorflow wheel

Last synced: 02 Aug 2024

https://github.com/malmaud/TensorFlow.jl

A Julia wrapper for TensorFlow

gpu julia machine-learning tensorflow wrapper

Last synced: 31 Jul 2024

https://github.com/philipperemy/deep-speaker

Deep Speaker: an End-to-End Neural Speaker Embedding System.

deep-learning deep-speaker keras tensorflow

Last synced: 03 Aug 2024

https://github.com/CharlesShang/TFFRCNN

FastER RCNN built on tensorflow

detection faster-rcnn pedestrian pvanet rcnn tensorflow

Last synced: 01 Aug 2024

https://github.com/fendouai/FaceRank

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型(QQ群:167122861)。技术支持:http://tensorflow123.com

cnn-model convolutional-neural-networks dataset deep-learning face-recognition keras machine-learning tensorflow

Last synced: 31 Jul 2024

https://github.com/ZhiqingXiao/rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

deep-reinforcement-learning gym openai-gym python pytorch reinforcement-learning tensorflow tensorflow2

Last synced: 01 Aug 2024

https://github.com/vahidk/tfrecord

Standalone TFRecord reader/writer with PyTorch data loaders

dataset loader pytorch tensorflow tfrecord

Last synced: 03 Aug 2024

https://github.com/tensorlayer/seq2seq-chatbot

Chatbot in 200 lines of code using TensorLayer

bot chat chatbot corpus lstm nlp python rnn tensorflow tensorlayer

Last synced: 31 Jul 2024

https://github.com/kaiwaehner/kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

deep-learning deeplearning4j dl4j h2o h2oai java kafka kafka-client kafka-streams keras keras-tensorflow ksql machine-learning open-source python tensorflow

Last synced: 30 Jul 2024

https://github.com/empathy87/The-Elements-of-Statistical-Learning-Python-Notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

data-analysis data-science machine-learning python sklearn statistical-learning tensorflow tutorials

Last synced: 02 Aug 2024

https://github.com/srvk/eesen

The official repository of the Eesen project

asr ctc ctc-loss kaldi speech-recognition speech-to-text tensorflow

Last synced: 02 Aug 2024

https://github.com/FORTH-ModelBasedTracker/MocapNET

We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance

2d-to-3d 3d-animation 3d-pose-estimation bvh bvh-format computer-vision demo ensemble gesture-recognition mocap neural-network pose-estimation real-time rgb-images tensorflow webcam

Last synced: 01 Aug 2024

https://github.com/Separius/BERT-keras

Keras implementation of BERT with pre-trained weights

keras language-modeling nlp pretrained-models tensorflow theano transfer-learning transformer

Last synced: 01 Aug 2024

https://github.com/RedisAI/RedisAI

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 31 Jul 2024

https://github.com/diegoalejogm/gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

cyclegan dcgans gans gans-collections paper-implementations pytorch tensorflow

Last synced: 07 Aug 2024

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/kpe/bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

bert keras tensorflow transformer

Last synced: 31 Jul 2024

https://github.com/lmb-freiburg/hand3d

Network estimating 3D Handpose from single color images

cnn deep-learning hand-pose-estimation iccv pose-estimation tensorflow

Last synced: 31 Jul 2024

https://github.com/hizhangp/yolo_tensorflow

Tensorflow implementation of YOLO, including training and test phase.

detection tensorflow yolo

Last synced: 02 Aug 2024

https://github.com/santi-pdp/segan

Speech Enhancement Generative Adversarial Network in TensorFlow

deep-learning deep-neural-networks gan generative-adversarial-networks generative-model speech tensorflow

Last synced: 05 Aug 2024

https://github.com/tensorflow/swift-apis

Swift for TensorFlow Deep Learning Library

deep-learning differentiable-programming swift tensorflow

Last synced: 06 Aug 2024

https://github.com/hughperkins/tf-coriander

OpenCL 1.2 implementation for Tensorflow

gpu intel mac nvidia opencl radeon tensorflow ubuntu

Last synced: 30 Jul 2024

https://github.com/geffy/tffm

TensorFlow implementation of an arbitrary order Factorization Machine

factorization-machines research-project tensorflow

Last synced: 06 Aug 2024

https://github.com/alibaba/BladeDISC

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/torrvision/crayon

A language-agnostic interface to TensorBoard

crayon data-visualization deep-learning docker pytorch tensorboard tensorflow torch7

Last synced: 03 Aug 2024

https://github.com/google/nucleus

Python and C++ code for reading and writing genomics data.

bioinformatics dna genomics tensorflow

Last synced: 03 Aug 2024

https://github.com/nilboy/tensorflow-yolo

tensorflow implementation of 'YOLO : Real-Time Object Detection'(train and test)

tensorflow tensorflow-yolo yolo

Last synced: 01 Aug 2024

https://github.com/serizba/cppflow

Run TensorFlow models in C++ without installation and without Bazel

c cpp inference model neural-networks tensorflow tensorflow-cpp tensorflow-examples tensorflow-models

Last synced: 31 Jul 2024

https://github.com/thekevinscott/UpscalerJS

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

ai deblurring dehazing denoising deraining esrgan image-enhancment low-light-image-enhancement neural-networks retouching super-resoluion tensorflow tfjs upscale

Last synced: 31 Jul 2024

https://github.com/parrt/tensor-sensor

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

debugging deep-learning jax matrix numpy python pytorch tensorflow tracing vector

Last synced: 31 Jul 2024

https://github.com/titu1994/neural-image-assessment

Implementation of NIMA: Neural Image Assessment in Keras

ava-dataset keras neural-image-assessment tensorflow

Last synced: 01 Aug 2024

https://github.com/ragulpr/wtte-rnn

WTTE-RNN a framework for churn and time to event prediction

churn-prediction failure-rate keras machine-learning-algorithms neural-network rnn tensorflow weibull

Last synced: 01 Aug 2024

https://github.com/felipessalvatore/self_driving_pi_car

A deep neural network based self-driving car, that combines Lego Mindstorms NXT with the computational power of a Raspberry Pi 3.

cnn dfn nxt-python raspberry-pi self-driving-car tensorflow

Last synced: 02 Aug 2024

https://github.com/taki0112/SENet-Tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

densenet inception inception-resnet resnext senet tensorflow

Last synced: 31 Jul 2024

https://github.com/tobegit3hub/simple_tensorflow_serving

Generic and easy-to-use serving service for machine learning models

client deep-learning http machine-learning savedmodel serving tensorflow tensorflow-models

Last synced: 02 Aug 2024

https://github.com/ilivans/tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

attention rnn sentiment-analysis tensorflow text-classification

Last synced: 03 Aug 2024