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An open API service indexing awesome lists of open source software.

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/sayakpaul/emotion-detection-using-deep-learning

This project demonstrates the use of Deep Learning to detect emotion (sad, angry, happy etc) from the images of faces.

computer-vision deep-learning tensorflow

Last synced: 07 May 2025

https://github.com/googlecreativelab/visual-alarm-clock

Get up in the morning by striking a pose to stop your alarm from ringing.

arduino microcontroller tensorflow

Last synced: 26 Oct 2025

https://github.com/zackakil/automl-vr

Project assets for building TF Lite models to run on Oculus Quest with Unity and Google AutoML Object Detection.

automl google-cloud machine-learning machine-vision object-detection oculus-quest tensorflow tflite unity vr

Last synced: 05 May 2025

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

A collection of layers, ops, utilities and more for TensorFlow 2.0 high-level API Keras

attention-mechanisms keras keras-layer keras-tensorflow tensorflow tensorflow2

Last synced: 26 Sep 2025

https://github.com/elmiraghorbani/machine-translation

Neural Machine Translation with Attention

flask python tensorflow

Last synced: 23 Jul 2025

https://github.com/khushhallchandra/tf-semseg

Tensorflow implementation of Semantic Segmentation Algorithms

cityscapes deep-learning mit-scene-parsing segmentation segnet semantic-segmentation tensorflow unet

Last synced: 23 Sep 2025

https://github.com/adamdad/samesame

An Tensorflow.keras implementation of Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorization(https://arxiv.org/pdf/1902.01917.pdf) ---ICML2019

cnn equalization quantization tensorflow weight-factorization

Last synced: 29 Jun 2025

https://github.com/mlh-fellowship/neuro-art

Cool art from your photos, powered by Neural Style Transfer and deep learning.

art python tensorflow web

Last synced: 17 Aug 2025

https://github.com/cahya-wirawan/text-classification

Text Classification engine using several algorithms in machine learning

bayesian machine-learning svm tensorflow text-analysis text-classification

Last synced: 22 Jun 2025

https://github.com/sayakpaul/vision-transformers-tf

A non-exhaustive collection of vision transformer models implemented in TensorFlow.

inductive-biases keras recognition segmentation tensorflow transformers vision

Last synced: 08 May 2025

https://github.com/aritrosaha10/blindspotdetection

A camera-based solution for checking a blind spot programmatically using machine learning.

camera jupyter-notebook machine-learning python raspberry-pi raspberry-pi-4 rpi rpi4 tensorflow

Last synced: 20 Jul 2025

https://github.com/Banbury-inc/NeuraNet

The project covers various aspects, from machine learning advancements to decentralized file sharing, and aims to transform the accessibility and management of files while contributing to the progress of artificial intelligence.

artificial-intelligence blockchain data-security decentralized file-management file-sharing filesharing filesystem go ipfs javascript large-language-models python react tensorflow

Last synced: 14 Jul 2025

https://github.com/wizardforcel/how2tf

:book: 暂时停更，等待 TF 2.0

python tensorflow tutorial

Last synced: 30 Apr 2025

https://github.com/ziwang-com/zwmap

zwMap:Python模块库架构图;千言万语不如一张图，全系列Python各种模块库架构图，小白入门学习神器。 zwMap:Python Module library frame composition.A picture is worth a thousand words. The whole series of Python module library frame composition, Xiaobai beginner learning artifact.

beginner bolts code fastai flowchart frame library module pandas pl-flash python pytorch-lightning source tensorflow torch

Last synced: 23 Apr 2025

https://github.com/khuangaf/youtube-8m-2018

The 19th Place Solution to The 2nd YouTube-8M Video Understanding Challenge

computer-vision deep-learning machine-learning netvlad tensorflow

Last synced: 30 Apr 2025

https://github.com/hunterlarco/ghilbi-gan

A style-transfer project using CycleGAN to render photos in the style of Studio Ghibli animations.

anime gans ghibli machine-learning neural-network python tensorflow

Last synced: 04 Mar 2026

https://github.com/sardhendu/cifar10-object-recognition

{Python}: Mix-Match of several image Processing and Machine Learning Techniques for object recognition

classification computer-vision deep-learning deep-neural-networks machine-learning-algorithms python3 tensorflow

Last synced: 12 Apr 2025

https://github.com/zyxue/stanford-cs224n

Exercise answers to the problem sets from CS224n: Natural Language Processing with Deep Learning Winter quarter (January - March, 2017)

cs224n deep-learning deep-neural-networks nlp stanford-machine-learning stanford-nlp tensorflow

Last synced: 07 May 2025

https://github.com/sayakpaul/multimodal-entailment-baseline

This repository shows how to implement a basic model for multimodal entailment.

entailment keras multi-modal-learning tensorflow

Last synced: 07 May 2025

https://github.com/andi611/conditional-specgan-tensorflow

Text-to-Speech Synthesis by Generating Spectrograms using Generative Adversarial Network

audio-synthesis conditional-gan digital-signal-processing gan librosa machine-learning nlp nlp-machine-learning tensorflow tts

Last synced: 13 Apr 2025

https://github.com/liuruoze/thought-sc2

(TG'2021) Code for paper "Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning". TG = Transactions on Games.

deep-neural-networks deep-reinforcement-learning reinforcement-learning starcraft starcraft-broodwar starcraft-ii starcraft-ii-bot starcraft2 starcraft2-ai tensorflow transfer-learning

Last synced: 12 Apr 2025

https://github.com/sumn2u/neuralnetwork-jpeg

Convolutional Neural Network (CNN) Image Compression 🤖🖼️📉

cnn compression convolutional-neural-networks deep-learning machine-learning neural-network tensorflow

Last synced: 19 Mar 2025

https://github.com/rishit-dagli/cv-with-tf-demos

My talk about Computer Vision with TensorFlow

cnn cnn-classification cnn-keras computer-vision deep-learning tensorflow

Last synced: 07 May 2025

https://github.com/taki0112/discogan-tensorflow

Simple Tensorflow implementation of DiscoGAN

discogan discogan-tensorflow tensorflow

Last synced: 09 Apr 2025

https://github.com/yahboomtechnology/raspbot

Yahboom Raspbot AI Vision Robot Car with FPV camera for Raspberry Pi 5

ai camera fpv python3 raspberrypi5 raspbian robotics smartcar stem tensorflow yahboom

Last synced: 21 Apr 2025

https://github.com/mmgalushka/hungarian-loss

Computes loss between two sets of entities using the optimal assignment based on the Hungarian algorithm.

computer-vision deep-learning object-classification object-detection object-segmentation python tensorflow

Last synced: 23 Mar 2025

https://github.com/awav/interactive-gp

Interactive Gaussian Processes

bokeh gaussian-process gp gpflow tensorflow

Last synced: 13 Apr 2025

https://github.com/toelt-llc/talk-tensorflow-roadshow-zurich

This repository contains the material for the TensorFlow Roadshow for Zurich

deep-learning talk tensorflow

Last synced: 28 Jul 2025

https://github.com/animikhaich/alexnet-tensorflow

GPU Optimized AlexNet Implementation to train on ImageNet 2012 using Tensorflow 2.x

alexnet alexnet-tensorflow imagenet implementation paper python tensorflow tensorflow-datasets tensorflow2 tfdata

Last synced: 16 Aug 2025

https://github.com/nottruefalse/captcha_solving

All about creating a dataset, preprocessing images, and creating an actual model to solve captcha

ai captcha-solver keras-models nodejs preprocessing python3 svg-captcha tensorflow

Last synced: 27 Jul 2025

https://github.com/popcornell/tfelm

An experimental API for Extreme Learning machines Neural Networks made with TensorFlow.

api elm extreme-learning-machine machine-learning neural-network random-projections tensorflow

Last synced: 12 Apr 2025

https://github.com/cg1507/quickcnn

QuickCNN is high-level library written in Python, and backed by the Keras, TensorFlow, and Scikit-learn libraries. It was developed to exercise faster experimentation with Convolutional Neural Networks(CNN). Majorly, it is intended to use the Google-Colaboratory to quickly play with the ConvNet architectures. It also allow to train on your local system.

bottleneck-features cnn-training convolutional-neural-network deep-learning fine-tuning-cnns google-colaboratory image-classification keras sklearn-library tensorboard tensorflow transfer-learning

Last synced: 31 Oct 2025

https://github.com/markdtw/least-squares-gan

GAN that adopts the least squares loss function for the discriminator in tensorflow

generative-adversarial-network tensorflow

Last synced: 08 Mar 2026

https://github.com/ukjin1192/tensorflow-minesweeper

Proof of concept for using TensorFlow to improve AI at this Minesweeper game

machine-learning minesweeper-game tensorflow tensorflow-experiments

Last synced: 24 Oct 2025

https://github.com/tensorlayer/tlxcv

A Platform-agnostic Computer Vision Application Library

computer-vision mindspore paddlepaddle pytorch tensorflow tensorlayer tensorlayerx

Last synced: 24 Apr 2025

https://github.com/juselara1/dmae

TensorFlow implementation of the Dissimilarity Mixture Autoencoder: https://arxiv.org/abs/2006.08177

autoencoder clustering deep-clustering deep-learning dissimilarity-mixture-autoencoder tensorflow

Last synced: 04 Sep 2025

https://github.com/26hzhang/bert_classification

Token and Sentence Level Classification with Google's BERT (TensorFlow)

bert-bilstm-crf bert-embeddings bert-model tensorflow

Last synced: 12 Oct 2025

https://github.com/nangong918/smartmedicine-app

智能医疗推荐问答App 推荐算法：协同过滤，基于内容，神经网络 搜索引擎：ElasticSearch、word2vec/IK分词搜索、知识图谱 IM系统：SpringCloud系列，Netty 终端：Android、JNI 大数据：Hadoop、Spark、Flink、Hive、HBase 爬虫：selenium、lxml 后台：JS，Vue，ElementUI

android bert cpp flink hive instant-messaging java jni kotlin nlp python recommender-systems rtmp spark spring-boot spring-cloud tensorflow webrtc

Last synced: 26 Jun 2025

https://github.com/n3pdf/pdfflow

PDFflow is parton distribution function interpolation library written in Python and based on the TensorFlow framework.

hep-ex hep-ph hep-th parton-distribution-functions pdf pdf-interpolation python tensorflow

Last synced: 26 Apr 2025

https://github.com/neelanjan00/image-forgery-detection

A deep convolutional neural network for the detection as well as localization of the area of manipulation in forged images, bearing forgeries of simple as well as complex nature. Further along, the trained model is interfaced with a web application for users to interact with the model in a simple and effective manner, and finally, we also develop a chatbot for further easing the process of interaction with the model and effectively tackling the problem of fake news forwards in popular internet messaging platforms such as WhatsApp.

chatbot computer-vision deep-learning flask forgery-detection tensorflow

Last synced: 11 Oct 2025

https://github.com/hoangsonww/ai-ml-classifiers

🌟 This repository houses a collection of image classification models for various purposes, including vehicle, object, animal, and flower classification. Each classifier is built using deep learning techniques and pre-trained models to accurately identify and categorize images based on their respective classes.

ai ai-classifier animal-classification artificial-intelligence classification classifier face-recognition keras keras-tensorflow machine-learning mood-detection ocr opencv python tensorflow tesseract vehicle-classification vehicle-detection

Last synced: 11 Apr 2025

https://github.com/zib-iol/stochasticfrankwolfe

Implementation of the Stochastic Frank Wolfe algorithm in TensorFlow and Pytorch.

constrained-optimization deep-learning frank-wolfe neural-network pytorch tensorflow

Last synced: 07 May 2025

https://github.com/nahuelcostacortez/rapidae

Explore, compare and develop autoencoder models with a back-end agnostic framework

autoencoder benchmarking jax keras3 pytorch recurrent-autoencoder reproducibility tensorflow vae variational-autoencoder

Last synced: 13 Apr 2025

https://github.com/offchan42/superkeras

:rocket: A bunch of Keras utilities and paper implementations written under TensorFlow backend

helpers keras permutation python3 tensorflow utilities

Last synced: 25 Mar 2025

https://github.com/airaria/text-summarization

text summarization using Seq2Seq and CopyNet in Tensorflow

copynet generative summarization tensorflow

Last synced: 28 Apr 2025

https://github.com/nicolay-r/sentiment-pcnn

Piecewise CNN implementation for sentiment attitudes extraction task

cnn-model pcnn tensorflow

Last synced: 19 Aug 2025

https://github.com/cjpurackal/m2det-tf

Tensorflow 2.0 implementation of m2det

cnn darknet m2det object-detection tensorflow tensorflow2 vgg16

Last synced: 07 May 2025

https://github.com/jottenlips/guitar-classifier

🎸 Machine Learning for Guitars: Retraining InceptionV3 to classify guitars and Converting Tensorflow to CoreML for iOS (presentation code)

classification coreml fender guitar guitar-classifier guitars image-classification image-classifier image-processing ios machine-learning mustang pillow python tensorflow tensorflow-for-poets tfcoreml

Last synced: 12 Apr 2025

https://github.com/nagelflorian/document-classification

Image classifier based on the Inception model to get predictions on documents

documents flask image-classification inception tensorflow

Last synced: 18 Mar 2025

https://github.com/zainulmustafa/stock-prediction-rnn-lstm

Stock prediction done using RNN and LTSM to resolve vanishing gradient problem. Dataset used is obtained from Pakistan Stock Exchange

json keras-tensorflow matplotlib numpy python3 scikit-learn tensorflow

Last synced: 31 Jul 2025

https://github.com/moshfiqur/car-body-classifier

A simple tensorflow image classifier to address an image classification problem of detecting the car body type

image-classifier tensorflow tensorflow-experiments tensorflow-image-classifier

Last synced: 04 Sep 2025

https://github.com/sanyam8055/100-days-of-ml

These 100 days will exclusively focus on the state of the art Machine learning and Deep Learning Models and Implementation of Research papers.

100-days-of-ml-code flutter keras python tensorflow

Last synced: 14 Mar 2026

https://github.com/mikeizbicki/geolocation

Image/text geolocation with tensorflow and the MvMF

geolocation image-classification tensorflow text-classification

Last synced: 23 Apr 2025

https://github.com/camara94/convolutional-neural-networks-tensorflow

In Course 2 of the deeplearning.ai TensorFlow Specialization, you will learn advanced techniques to improve the computer vision model you built in Course 1. You will explore how to work with real-world images in different shapes and sizes, visualize the journey of an image through convolutions to understand how a computer “sees” information, plot loss and accuracy, and explore strategies to prevent overfitting, including augmentation and dropout. Finally, Course 2 will introduce you to transfer learning and how learned features can be extracted from models.

computer-vision convolutional-neural-networks data-science deep-learning deep-neural-networks tensorflow

Last synced: 23 Jun 2025

https://github.com/francescosaveriozuppichini/lstm-text-generator

LSTM written in Tensorflow that generates text

ai lstm neural-network python3 tensorflow

Last synced: 16 Sep 2025

https://github.com/andrefcruz/coref-web-platform

Site for testing a coreference resolution system on a user-friendly web interface.

coreference-resolution flask keras nlp polyglot tensorflow

Last synced: 21 Aug 2025

https://github.com/lemniscate-world/neural

Neural is a domain-specific language (DSL) designed for defining, training, debugging, and deploying neural networks. With declarative syntax, cross-framework support, and built-in execution tracing (NeuralDbg), it simplifies deep learning development.

automation data-science data-visualization diagrams dsl hyperparameter-optimization lark llms machine-learning neural-architecture-search neural-networks neural-networks-and-deep-learning neural-networks-from-scratch nocode onnx pytorch tensorflow visual-programming-language visualization

Last synced: 11 Apr 2025

https://github.com/sayakpaul/dockerml

Contains my explorations of using Docker to automate ML workflows.

ci-cd docker scikit-learn tensorflow wandb

Last synced: 05 Sep 2025

https://github.com/iambedant/tensoreflowlite

Android TensorFlow Lite Experiment

android tensorflow tensorflowlite

Last synced: 24 Jun 2025

https://github.com/soumik12345/gradcam

Tensorflow 2.2.0 implementation of GradCam

deep-learning explainable-ai gradcam tensorflow tensorflow2

Last synced: 12 May 2025

https://github.com/eshansurendra/cell_anomaly_detection_using_autoencoders

This repository offers a TensorFlow-based anomaly detection system for cell images using adversarial autoencoders, capable of identifying anomalies even in contaminated datasets. Check out our code, pretrained models, and papers for more details.

anomaly-detection autoencoder deep-learning h5 keras kernel-density-estimation machine-learning neural-network tensorflow

Last synced: 14 Oct 2025

https://github.com/ivanbongiorni/maximal

A TensorFlow-compatible Python library that provides models and layers to implement custom Transformer neural networks. Built on TensorFlow 2.

attention-is-all-you-need attention-mechanism deep-learning keras machine-learning natural-language-generation natural-language-processing natural-language-understanding neural-network nlp tensorflow tensorflow2 transformer transformers

Last synced: 07 May 2025

https://github.com/justinshenk/genre-melodies

Create genre-specific melodies using Magenta

lstm-neural-networks music-generation tensorflow

Last synced: 10 Aug 2025

https://github.com/gosha20777/venus.ai

It tis a powerfuul open source AI freamwork like Dialog Flow, LUIS. It contains Web API, Telegram Bot Client and Console Bot client.

ai bot csharp nlp nlu python tensorflow text-classification

Last synced: 07 Mar 2026

https://github.com/sol-eng/access-to-care

Analysis of number of hospitals versus population per county

flexdashboard ggplot2 jupyter-notebook plumber-api powerpoint r rmarkdown-document shiny-apps tensorflow

Last synced: 11 Mar 2026

https://github.com/yousiki/tensorlayer-bigan

A TensorLayer implementation of BiGAN (Adversarial Feature Learning).

gan tensorflow tensorlayer

Last synced: 26 Oct 2025

https://github.com/wilmeragsgh/adabnn

Code related to thesis work: "AdaBnn: Binarized Neural Networks trained with adaptive structural learning"

deep-learning keras neural-networks scikit-learn tensorflow

Last synced: 11 Jun 2025

https://github.com/takuseno/icm

Intrinsic Curiosity Module implementation with TensorFlow

reinforcement-learning tensorflow

Last synced: 12 Apr 2025

https://github.com/michaelneuder/image_quality_analysis

a tensorflow implementation of convolutional neural nets to generate image evaluation metrics

convolutional-neural-networks image-processing machine-learning tensorflow

Last synced: 28 Apr 2025

https://github.com/nlgranger/hybrid_nn_hmm

Tensorflow implementation of the Hybrid NN-HMM model

hmm machine-learning neural-network tensorflow

Last synced: 05 Oct 2025

https://github.com/esl-epfl/cross-domain-saliency-maps

Pytorch/Tensorflow package for generating saliency maps for time-series models using Cross-Domain Integrated Gradients.

explainable-ai interpretability pytorch saliency-maps tensorflow time-series xai

Last synced: 14 Jan 2026

https://github.com/yinguobing/models

A playground for friendly deep neural network models.

models tensorflow

Last synced: 19 Oct 2025

https://github.com/guenchi/tensorflow

Scheme language bindings for TensorFlow

chez chez-scheme library scheme tensorflow

Last synced: 15 Oct 2025

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 awesome-tensorflow-lite 110 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 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-python-machine-learning-resources 1,884 awesome-tensorflow-js 56 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" />📃 361 Tutorials 339 Models with samples 275 Research 263 Research Papers 230 Uncategorized 202 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 187 Learning 172 数据可视化 133 机器学习框架 128 Papers 120 图像数据与CV 115 模型的可解释性 104 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89