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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/munagekar/nnpso

Training of Neural Network using Particle Swarm Optimization

deep-learning machine-learning neural-network parallel-computing particle-swarm-optimisation tensorflow

Last synced: 09 Nov 2024

https://github.com/illagrenan/tensorflow-serving-api-python3

**UNOFFICIAL and redistributed** TensorFlow Serving API libraries for Python3. See DEPRECATION WARNING in README.

python3 tensorflow tensorflow-serving tensorflow-serving-api

Last synced: 22 Dec 2024

https://github.com/robi56/faceemr

Facial Expression Recognition in android where the predictive model built in tensorflow using convolutional neural network

android convolutional-neural-networks deep-learning face-recognition facial-expression-recognition image-processing java python tensorflow

Last synced: 09 Nov 2024

https://github.com/t-systems-on-site-services-gmbh/german-elmo-model

This is a german ELMo deep contextualized word representation. It is trained on a special German Wikipedia Text Corpus.

bilm elmo embedding german machine-learning nlp python tensorflow

Last synced: 20 Nov 2024

https://github.com/philipperemy/tensorflow-grid-lstm

Implementation of the paper https://arxiv.org/pdf/1507.01526v3.pdf (Tensorflow 1.0, Python 3)

deep-learning lstm machine-learning recurrent-neural-networks tensorflow time-series

Last synced: 22 Oct 2024

https://github.com/aashutoshrathi/vision

TensorFlow Image Classifier + TTS for small devices

android-things float summer-project tensorflow tensorflow-model-training

Last synced: 27 Oct 2024

https://github.com/peteryuX/pcdarts-tf2

PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

cifar-10 cifar10 darts iclr2020 neural-architecture-search pc-darts pcdarts tensorflow tensorflow2 tf2

Last synced: 27 Oct 2024

https://github.com/compvis/unsupervised-part-segmentation

Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"

birds computer-vision cub gcpr humans image-segmentation machine-learning paper pytorch tensorflow unsupervised

Last synced: 05 Nov 2024

https://github.com/chaitanyak77/initializing-tensorflow-environment-on-m3-m3-pro-and-m3-max-macbook-pros.

Unlock the full potential of your Apple Silicon-powered M3, M3 Pro, and M3 Max MacBook Pros by leveraging TensorFlow, the open-source machine learning framework. This repository is tailored to provide an optimized environment for setting up and running TensorFlow on Apple's cutting-edge M3 chips.

apple-metal gpu-acceleration m3-mac mlflow tensorflow

Last synced: 15 Nov 2024

https://github.com/sayakpaul/deploy-hf-tf-vision-models

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

autoscaling docker huggingface keras kubernetes kubernetes-engine locust onnx serverless tensorflow tfserving transformers vertex-ai vision-transformers

Last synced: 13 Jan 2025

https://github.com/tanyachutani/ssd-tensorflow2.0

A Tensorflow2.0 implementation of Single Shot Detector

keras object-detection ssd tensorflow tf2

Last synced: 11 Nov 2024

https://github.com/deeplearningturkiye/veri-artirma-data-augmentation

Bu repoda veri artırma (data augmentation) ile ilgili pratik uygulamalara ulaşabilirsiniz.

data-augmentation keras tensorflow

Last synced: 22 Oct 2024

https://github.com/ashishpatel26/browser-based-models-with-tensorflowjs

You may think that machine learning models can only be trained with supercomputers and big data. This first course shows you how you can train and run machine learning models in any browser using TensorFlow.js. You’ll learn techniques for handling data in the browser, and at the end you’ll build a computer vision project that recognizes and classifies objects from a webcam. deeplearning.ai certificate : https://www.coursera.org/account/accomplishments/records/BURZEBYF8K3A

coursera coursera-specialization datascience deeplearning machinelearning tenso tensorflow tensorflowjs tfjs

Last synced: 19 Nov 2024

https://github.com/deep-diver/continuous-adaptation-for-machine-learning-system-to-data-changes

https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html

machine-learning mlops pipeline tensorflow tfx

Last synced: 18 Jan 2025

https://github.com/mingtaoguo/biggan-tensorflow

Reimplementation of the Paper: Large Scale GAN Training for High Fidelity Natural Image Synthesis

biggan gan spectral-normalization tensorflow

Last synced: 20 Nov 2024

https://github.com/jaydu1/vitae

Joint Trajectory Inference for Single-cell Genomics Using Deep Learning with a Mixture Prior

python single-cell-sequencing tensorflow trajectory-inference

Last synced: 23 Jan 2025

https://github.com/galeone/tf-aoc

Advent of Code in pure TensorFlow

advent-of-code tensorflow tensorflow2

Last synced: 22 Oct 2024

https://github.com/suicao/vn-accent-restorer

This project applies multiple deep learning models to the problem of restoring diacritical marks to sentences in Vietnamese.

deep-learning nlp tensorflow tensorflow-experiments

Last synced: 10 Oct 2024

https://github.com/akofman/docker-video-processing

A Docker image intended for video processing and analysing

alpine docker ffmpeg opencv python tensorflow video-processing

Last synced: 12 Dec 2024

https://github.com/cpury/lstm-math

Neural network that solves math equations on the character level

deep-learning keras lstm machine-learning python seq2seq tensorflow

Last synced: 22 Oct 2024

https://github.com/phanakata/ml_for_kirigami_design

Python package to model and to perform topology optimization for graphene kirigami using deep learning

convolutional-neural-networks deep-learning graphene lammps material-design scikit-learn tensorflow tensorflow-models topology-optimization

Last synced: 10 Oct 2024

https://github.com/hhsecond/ml2rt

Machine learning utilities for model conversion, serialization, loading etc

coreml onnx pytorch sklearn sparkml tensorflow xgboost

Last synced: 11 Oct 2024

https://github.com/evanhalley/tensorandflow

Example code and graph for article on deploying a machine learning model in an Android app.

android machine-learning tensorflow tensorflow-tutorials

Last synced: 08 Nov 2024

https://github.com/fdalvi/cat-detector

Deep Learning for detecting cats in the wild!

convolutional-neural-networks deep-learning object-detection tensorflow

Last synced: 07 Nov 2024

https://github.com/scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 07 Jan 2025

https://github.com/sshleifer/object_detection_kitti

TF Object Detection on Kitti Data

detection-kitti kitti-2d kitti-data tensorflow

Last synced: 15 Oct 2024

https://github.com/pashashiz/scanet3

Type-safe, high performance, distributed Neural networks in Scala

functional-programming linalg math neural-networks scala tensorflow

Last synced: 05 Nov 2024

https://github.com/titu1994/keras-neural-alu

A Keras implementation of Neural Arithmatic and Logical Unit

keras neural-accumulator neural-alu tensorflow

Last synced: 13 Oct 2024

https://github.com/astrazeneca-cgr-publications/mantis-ml-release

mantis-ml: Stochastic semi-supervised learning to prioritise genes from high throughput genomic screens

auto-ml genomics keras machine-learning scikit-learn tensorflow

Last synced: 02 Nov 2024

https://github.com/lkytal/predfull

This work was published on Analytical Chemistry: Full-Spectrum Prediction of Peptides Tandem Mass Spectra using Deep Neural Network

mass-spectrometry peptides spectrum tensorflow

Last synced: 12 Nov 2024

https://github.com/yoctol/adem

TOWARDS AN AUTOMATIC TURING TEST: LEARNING TO EVALUATE DIALOGUE RESPONSES

adem dialogue dialogue-systems evaluator tensorflow

Last synced: 11 Nov 2024

https://github.com/fredriko/bert-tensorflow-pytorch-spacy-conversion

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

bert bert-model how-to keras nlp pytorch-transformers spacy spacy-models spacy-nlp spacy-package spacy-pytorch-transformers tensorflow

Last synced: 27 Nov 2024

https://github.com/zackakil/optimising-basketball

Using Keras, TensorFlow.js and image processing to analyse my basketball skillz.

basketball machine-learning python tensorflow

Last synced: 13 Nov 2024

https://github.com/mostafaelaraby/tensorflow-keyword-spotting

Keyword spotting using various architecture like convolutional vggnet , 1D convolutional network and CTC.

speech-recognition tensorflow

Last synced: 19 Dec 2024

https://github.com/modelstreaming/ams

Adaptive Model Streaming for real-time video inference on edge devices

edge-inference knowledge-distillation real-time semantic-segmentation tensorflow video-inference

Last synced: 21 Nov 2024

https://github.com/Scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 15 Nov 2024

https://github.com/ndrplz/transforming-autoencoders

Transforming Autoencoder (Hinton et al.) implementation in TensorFlow. A way to get hands dirty with Hinton's capsules.

autoencoders capsule-network deep-learning tensorflow transforming-autoencoders

Last synced: 20 Nov 2024

https://github.com/mingtaoguo/srgan-with-wgan-loss-tensorflow

SRGAN (super resolution generative adversarial networks) with WGAN loss function in TensorFlow

gan srgan superresolution tensorflow

Last synced: 20 Nov 2024

https://github.com/batogov/cat-breeds-classifier

Neural network classifies photos of kittens

cnn python-3 tensorflow

Last synced: 25 Nov 2024

https://github.com/ihabbendidi/android-licence-plate-detection-recognition

Offline Android application for detecting license plates in cars and recognizing their content in real time with Tensorflow model

android cmake deep-learning java machine-learning neural-networks object-detection ocr ocr-recognition python tensorflow

Last synced: 16 Dec 2024

https://github.com/marcbelmont/hierarchical-categories-loss-tensorflow

A loss function for categories with a hierarchical structure.

categorical-cross-entropy loss loss-functions tensorflow

Last synced: 15 Nov 2024

https://github.com/drewszurko/tensorflow-WGAN-GP

TensorFlow 2.0 implementation of Improved Training of Wasserstein GANs

tensorflow tensorflow-datasets tensorflow-wgan-gp tensorflow2 wasserstein-gan wgan-gp

Last synced: 13 Nov 2024

https://github.com/sharvil/tf-explorer

A command-line interface tool to explore TensorFlow checkpoints.

tensorflow tools

Last synced: 10 Nov 2024

https://github.com/bhattbhavesh91/freecodecamp-tflite

Introductory tutorial on converting a TensorFlow model to TFLite model

freecodecamp freecodecamp-project keras tensorflow tensorflow2 tflite tflite-conversion tflite-models

Last synced: 16 Nov 2024

https://github.com/cifkao/ismir2019-music-style-translation

The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.

deep-learning ismir music music-information-retrieval sequence-to-sequence tensorflow

Last synced: 16 Oct 2024

https://github.com/pinto0309/tflite2json2tflite

Convert tflite to JSON and make it editable in the IDE. It also converts the edited JSON back to tflite binary.

docker json model-converter models tensorflow tflite

Last synced: 22 Oct 2024

https://github.com/annamalai-nr/subgraph2vec_tf

This repository contains the TensorFlow implemtation of subgraph2vec (KDD MLG 2016) paper

deep-learning deep-neural-networks graph-kernels kdd kernel-methods skipgram tensorflow

Last synced: 30 Oct 2024

https://github.com/nashory/text2image-benchmark

Performance comparison of existing GAN based Text To Image algorithms. (GAN-CLS, StackGAN, TAC-GAN)

benchmark generative-adversarial-network image tensorflow text text2image

Last synced: 19 Nov 2024

https://github.com/jayyip/cws-tensorflow

基于Tensorflow的中文分词模型

nlp tensorflow word-segmentation

Last synced: 11 Nov 2024

https://github.com/ashishpatel26/meta-learning-

Meta learning is a subfield of machine learning where automatic learning algorithms are applied on metadata about machine learning experiments.

andrew-ng appliedaicourse chainer cnn coursera deeplearning dl ensemble ensemble-learning keras machine-learning metalearning ml pytorch tensorflow

Last synced: 19 Nov 2024

https://github.com/nirzu97/project-dental-disease-detection

In this project various dental diseases like caries, periodontics, impacted teeth etc. are detected and localized in panoramic dental x-ray using computer vision.

computer-vision opencv python tensorflow transfer-learning

Last synced: 02 Nov 2024

https://github.com/younes-charfaoui/ml-projects

Machine Learning Projects 🙍‍♂️, code and data sets for different kind of problems 🔥.

deep-learning kaggle-competition keras machine-learning matplotlib reinforcement-learning sklearn supervised-learning tensorflow unsupervised-learning

Last synced: 28 Oct 2024

https://github.com/vivek3141/pacman-ai

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

artificial-intelligence deep-q-learning dopamine dqn neat neat-python neural-network neuroevolution pacman python q-learning reinforcement-learning tensorflow tensorflow-rl

Last synced: 02 Nov 2024

https://github.com/autonomio/autonomio

Core functionality for the Autonomio augmented intelligence workbench.

artificial-intelligence datascience deep-learning hyperscan keras lstm machine-learning mlp neural-network spacy tensorflow wrangling

Last synced: 06 Nov 2024

https://github.com/titu1994/keras-mobile-colorizer

U-Net Model conditioned with MobileNet features for Grayscale -> Color mapping

colorization keras mobilenet tensorflow

Last synced: 13 Oct 2024

https://github.com/pierresegonne/vinf

Repository for DTU Special Course, focusing on Variational Inference using Normalizing Flows (VINF). Supervised by Michael Riis Andersen

distributions python3 tensorflow variational-inference

Last synced: 15 Oct 2024

https://github.com/dongjunlee/dqn-tensorflow

Deep Q Network implements by Tensorflow

deep dqn hb-experiment reinforcement-learning tensorflow

Last synced: 01 Jan 2025

https://github.com/karma9874/seq2seq-chatbot

Chatbot based Seq2Seq model with bidirectional rnn and attention mechanism with tensorflow, trained on Cornell Movie-Dialogs Corpus and deployed on a Flask Server

attention-mechanism bidirectional-lstm chatbot deep-learning flask nlp question-answering seq2seq tensorflow

Last synced: 06 Nov 2024

https://github.com/tlkh/pycon-sg19-tensorflow-tutorial

PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

deep-learning keras mixed-precision nvidia tensorflow

Last synced: 07 Nov 2024

https://github.com/omarsar/nlp_pytorch_tensorflow_notebooks

Deep Learning for NLP Python Notebooks in PyTorch and TensorFlow

deeplearning emotion nlp pytorch rnn sentiment-analysis tensorflow

Last synced: 13 Oct 2024

https://github.com/wenkesj/mario

Super Mario Reinforcement Learning from Demonstration

deep-learning openai-gym reinforcement-learning tensorflow tensorforce

Last synced: 10 Nov 2024

https://github.com/pailabteam/pailab

a package for versioning, automatization and analysis of machine learning development

artificial-intelligence ml ml-workbench neural-network sklearn tensorflow version-control

Last synced: 10 Oct 2024

https://github.com/bailool/yodaspeak

Translating English to Yoda English using Sequence-to-Sequence with Tensorflow.

seq2seq tensorflow yoda

Last synced: 31 Oct 2024

https://github.com/andreasmazur/geoconv

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

benchmarking convolutional-neural-networks deep-learning deep-neural-networks geodesic-algorithm geometric-deep-learning geometry-processing keras machine-learning neural-network neural-networks tensorflow visualization

Last synced: 13 Oct 2024

https://github.com/charmve/stegastamp-plus

Improved the original repo, 'Invisible Hyperlinks in Physical Photographs', embedded with longer string than the original

barcode computer-vision detector embedding encoder encoder-decoder encryption image-processing qrcode steganography tensorflow watermark

Last synced: 28 Oct 2024

https://github.com/solygambas/mlops-projects

Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.

docker fastapi google-cloud google-cloud-platform huggingface huggingface-transformers keras kubectl kubeflow kubernetes machine-learning mlops python scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/pierresegonne/VINF

Repository for DTU Special Course, focusing on Variational Inference using Normalizing Flows (VINF). Supervised by Michael Riis Andersen

distributions python3 tensorflow variational-inference

Last synced: 17 Nov 2024

https://github.com/nikhilcodes/fake-twitter-account-detection-keras

Using Deep Neural Network to create a predictive model for Fake Account Detection.

accuracy classification deep-learning deep-neural-network deeplearning keras prediction tensorflow

Last synced: 22 Oct 2024

https://github.com/realvnf/deepcoord

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

coordination ddpg deep-reinforcement-learning keras multi-objective networking optimization python research self-learning service-coordination tensorflow

Last synced: 11 Oct 2024

https://github.com/nikhil-kotecha/Emotional_Dialogue

A Deep Reinforcement Learning Approach (LSTM + policy gradient) to create a chatbot that produces coherent, emotional dialogue.

cnn lstm-neural-networks policy-gradient reinforcement-learning tensorflow

Last synced: 05 Nov 2024

https://github.com/kieranlitschel/predictingclosingpricetomorrow

Predict the change in closing price from one trading day to the next into one of four bands for any stock using technical indicators and financial ratios as features.

fintech keras knn machine-learning mysql neural-network python3 random-forest stock-prediction tensorflow

Last synced: 28 Oct 2024

https://github.com/ahmetfurkandemir/supermariobrosrl

Super Mario Bros training with Ray RLlib DQN algorithm

dqn-tensorflow keras ray reinforcement-learning rl rllib tensorflow

Last synced: 16 Nov 2024

https://github.com/jiangyi15/tf-pwa

Partial Wave Analysis using TensorFlow.

gpu partial-wave-analysis particle-physics python tensorflow

Last synced: 18 Jan 2025

https://github.com/gbnk0/simple-image-classifier

Simple image classifier microservice using tensorflow and sanic

api classifier image label learning machine sanic simple tensorflow

Last synced: 13 Nov 2024

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 554 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-tensorflow-lite 110 awesome-robotics 72 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-tensorflow-js 55 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 493 文本数据和NLP 263 Tutorials 206 Research Papers 198 Research 198 Uncategorized 184 数据可视化 180 机器学习框架 172 Models with samples 169 图像数据与CV 148 Descriptive Resources 136 1.) Neural Architecture Search 136 超参数优化和AutoML 135 工作流程和实验跟踪 113 模型的可解释性 106 Papers & Codes 100 Learning 99 Posts and Articles 96 数据管道和流处理 91 分布式机器学习 86