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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/herbiebradley/cyclegan-tensorflow

A Tensorflow implementation of CycleGAN using Eager Execution, tf.keras.layers, and tf.data.

cyclegan deep-learning style-transfer tensorflow

Last synced: 26 Jul 2025

https://github.com/narius2030/find-similar-vietnamese-texts

This project build a classification model for topics of news. With the target is automatically recognize suitable topic (class) to a random article. There are two architectures implemented which are LSTM and Hybrid models

apache-airflow data-pipeline nlp-deep-learning tensorflow text-classification text-clustering word-embedding

Last synced: 12 Mar 2026

https://github.com/roma-glushko/morty

🔬 Lightweight experiment and configuration manager for small ML/DL projects and Kaggling

deep-learning experiment-management experiment-monitor experiment-tracking keras machine-learning pytorch tensorflow

Last synced: 17 Mar 2026

https://github.com/gyanendrokh/transliteration

A Transformer model for Meitei Mayek transliteration.

manipuri meitei-mayek meiteimayek tensorflow transformer translation transliteration

Last synced: 09 Apr 2025

https://github.com/ct-clmsn/distributed-tensorflow-orchestration

Distributed Tensorflow Orchestration - Tools and software to assist users deploying Tensorflow on Mesos managed clusters.

cloud cloud-computing mesos tensorflow

Last synced: 02 May 2025

https://github.com/tahmid-saj/forecast-ai

Repo containing time series forecasting solutions ranging from N-BEATS, LSTM and autoregressive models trained for predicting stock and bitcoin price.

aws bitcoin lstm n-beats stocks tensorflow

Last synced: 12 Mar 2026

https://github.com/ar4ikov/sentimentfilter

Быстрая и удобная библиотека для оценки тональности текста с использованием нейросети

cnn-keras cnn-text-classification filter keras lstm open-source sentiment sentiment-analysis tensorflow

Last synced: 27 Jul 2025

https://github.com/matin-ghorbani/celeb-a-gan-tensorflow

Implement a GAN for Celeb_a dataset to generate celebrities faces with expert mode of TensorFlow

celeba dcgan deep-learning gan generative-ai tensorflow

Last synced: 10 Oct 2025

https://github.com/0xnan/carbonaraextractor

Product specifications extractor driven by a DOM Classifier.

camera dom extractor keras neural-network scraping tensorflow

Last synced: 25 Apr 2025

https://github.com/3mapslab/tf-object-detector

A small component for you to start processing images and recognizing their content

docker object-detection python recognition tensorflow

Last synced: 09 Jul 2025

https://github.com/alexlaurence/spectrum

👩🏻‍⚕️ Cross-Platform Autism screening using Keras API

autism-spectrum-disorder healthcare keras tensorflow

Last synced: 09 Oct 2025

https://github.com/crispengari/gender-classification

this is a simple rest api serving a deep learning model that classifies human gender based on their faces. (vgg16 transfare learning)

artificial-intelligence deep-learning face-re flask gender-classification image-classification keras machine-learning tensorflow vgg16

Last synced: 16 Aug 2025

https://github.com/gautam-j/neuralnets

Website developed using Django Web Framework. Hosts several trained Neural Networks and ML models.

django keras-tensorflow machine-learning neural-network scikit-learn tensorflow

Last synced: 13 Apr 2025

https://github.com/ayush-that/iosc_whatsmytrash

A web app with a machine learning model that can classify wastes as recyclable or organic! You can use it to teach young kids.

bootstrap flask image-classification keras machine-learning scikit-learn tensorflow

Last synced: 17 Aug 2025

https://github.com/ozzy-zy/ai_project_1_sentimentanalysis

a small Sentiment analysis Deep learning model that classifies movies Reviews either Positive or Negative using neural networks layers

ai classification-model deep-learning neural-networks nlp sentiment-analysis tensorflow

Last synced: 07 Mar 2026

https://github.com/yhwang/im2txt-inference

Run im2txt trained model in inference mode

flask image2text inference-mode python show-and-tell tensorflow

Last synced: 06 Aug 2025

https://github.com/j-w-yun/fizzbuzz_neural_network

Approximate the FizzBuzz function using a neural network model in Tensorflow.

fizz-buzz fizzbuzz machine-learning neural-network tensorflow

Last synced: 26 Apr 2026

https://github.com/anishacharya/online-embedding-compression-aaai-2019

Deep learning models have become state of the art for natural language processing (NLP) tasks, however deploying these models in production system poses significant memory constraints. Existing compression methods are either lossy or introduce significant latency. We propose a compression method that leverages low rank matrix factorization during training, to compress the word embedding layer which represents the size bottleneck for most NLP models. Our models are trained, compressed and then further re-trained on the downstream task to recover accuracy while maintaining the reduced size. Empirically, we show that the proposed method can achieve 90% compression with minimal impact in accuracy for sentence classification tasks, and outperforms alternative methods like fixed-point quantization or offline word embedding compression. We also analyze the inference time and storage space for our method through FLOP calculations, showing that we can compress DNN models by a configurable ratio and regain accuracy loss without introducing additional latency compared to fixed point quantization. Finally, we introduce a novel learning rate schedule, the Cyclically Annealed Learning Rate (CALR), which we empirically demonstrate to outperform other popular adaptive learning rate algorithms on a sentence classification benchmark.

compression deep-learning low-rank-approximation low-rank-representaion matrix-decompositions model-compression tensorflow text-classification word-embedding word-embeddings

Last synced: 04 Mar 2026

https://github.com/alexcoder04/uno-player-final

A program that plays the popular Uno card game (final version)

ai card-game game image-recognition images keras machine-learning python tensorflow uno uno-card-game uno-game

Last synced: 16 Aug 2025

https://github.com/suryavamsi-p/diabetic-retinopathy-detection-with-resnet50

Built an end-to-end deep learning pipeline using ResNet-50 to classify retinal images into five stages of Diabetic Retinopathy. Applied transfer learning, image preprocessing, and AUC-based evaluation on the APTOS 2019 Kaggle dataset, achieving a 94% validation AUC—offering real-world potential in clinical diagnosis automation.

aptos2019 auc-evaluation clinical-decision-support cnn-model computer-vision data-augmentation deep-learning diabetic-retinopathy early-detection healthcare-ai image-classification keras medical-diagnosis medical-imaging multi-class-classification optical-imaging resnet50 retinal-image-analysis tensorflow transfer-learning

Last synced: 13 Apr 2026

https://github.com/storopoli/solving-captchas

Tensorflow Keras CNN to solve Captchas

captcha computer-vision keras keras-tensorflow tensorflow

Last synced: 11 Apr 2025

https://github.com/gdapriana/diadetect

Machine learning program, to detect diabetes using classification algorithm, Neural Network

nextjs tensorflow

Last synced: 14 Aug 2025

https://github.com/yeonghyeon/gan-tf

TensorFlow implementation of Generative Adversarial Networks (GAN) with MNIST dataset.

gan gans generative-adversarial-network generative-model mnist mnist-dataset tensorflow tensorflow-examples

Last synced: 21 Jan 2026

https://github.com/bububa/facenet

face detction/recognization golang lib using tensorflow facenet

deep face-detection face-recognition facenet tensorflow

Last synced: 15 Apr 2025

https://github.com/hadim/fiji_maskrcnn

PROJECT MOVED TO https://github.com/hadim/maskflow-fiji

fiji imagej imaging microsopy neural-network segmentation semantic-segmentation tensorflow

Last synced: 04 Apr 2025

https://github.com/odhithsen/printguard

🖨️ Real-time Fault Detection in FDM 3D Printers Using Computer Vision

3d-printing ai cnn fault-detection python tensorflow

Last synced: 05 Sep 2025

https://github.com/abhayvashokan/traffic-anomaly-detector

Detects anomalies in traffic flow. If there is a green light and a traffic jam at the same time, it is an anomaly. The database gets updated and suitable alerts are given. The accident detection algorithm detects accidents in the anomaly.

laravel opencv python tensorflow

Last synced: 12 Apr 2025

https://github.com/jparedesds/tensorflow-twitter-sentiment-analysis

Sentiment analysis study through tweets with TensorFlow

matplotlib nltk pandas regex seaborn sklearn spacy tensorflow workcloud

Last synced: 13 May 2025

https://github.com/bastiaanv/yolov2-tiny-tf-ncs

Yolov2-tiny Tensorflow implementation for Movidius Neural Compute Stick

ncsdk python3 tensorflow

Last synced: 21 Jul 2025

https://github.com/sthalles/pirl

TensorFlow implementation of Self-Supervised Learning of Pretext-Invariant Representations - PIRL

computer-vision deep-learning pirl representation-learning self-supervised-learning semi-supervised-learning tensorflow unsupervised-learning visual-representation

Last synced: 18 May 2026

https://github.com/blackcipher101/asl-teach

A web app to teach people sign language using deep learning models

deep-learning django image-processing opencv tensorflow

Last synced: 01 May 2026

https://github.com/abhash-rai/traffic-image-classifier

A web-based solution utilizing a robust tensorflow model for precise traffic condition classification made in ReactJs and FastAPI for backend.

cnn cnn-classification cnn-keras cnn-model data-analysis data-science data-visualization fastapi keras keras-tensorflow python python-3 python3 react reactjs tensorflow traffic traffic-classification transfer-learning

Last synced: 23 Feb 2026

https://github.com/bbc/cnn-rate-distortion

CNN for rate-distortion estimation

cnn distortion python3 rate tensorflow video-coding

Last synced: 06 Apr 2025

https://github.com/carloalbertobarbano/tf_monalisagenerator

Neural Network (based on TensorFlow) learning to generate an image of Monalisa

art artificial-intelligence machine-learning neural-network python tensorflow

Last synced: 24 Jun 2025

https://github.com/riccardogiorato/pocketbotanist

a Tensorflow project with vue frontend to recognise flowers 🌺

algorithmia flowers netlify single-page-app tensorflow tensorflow-js transfer-learning vue vuejs

Last synced: 13 Apr 2025

https://github.com/pxlairobotics/anr_ml_docker

This repository contains the necessary elements (code and artifacts) to build a Machine Learning container suitable to execute all the ML exercises of the AnR course.

fastai-v07 flask juypter keras machine-learning ml numpy pandas scikit-learn scipy tensorflow

Last synced: 30 Mar 2025

https://github.com/notedance/note_rl

Reinforcement learning library for Keras and PyTorch.

deep-reinforcement-learning keras pytorch reinforcement-learning rl tensorflow

Last synced: 24 Oct 2025

https://github.com/danielstankw/anomaly-detection

Anomaly Detection using LSTM Autoencoder (Tensorflow)

anomaly-detection classification tensorflow time time-series

Last synced: 06 Sep 2025

https://github.com/radi-cho/create-tf-app

Set up and maintain a machine learning project in Tensorflow with a single script.

cli machine-learning shell-script tensorflow

Last synced: 12 Apr 2025

https://github.com/farahibrar/programming-in-python

Explore a comprehensive collection of Python programming for diverse data analysis and data science projects. This repository covers data exploration, visualization, statistical analysis, machine learning, NLP, and model deployment. Perfect for enthusiasts looking to delve into practical examples and advanced techniques.

beautifulsoup dataanalysis docker flask folium jupyter-notebook machine-learning matplotlib nltk numpy pandas python pytorch scikit-learn scikitlearn scipy seaborn spacy statsmodels tensorflow

Last synced: 16 Jul 2025

https://github.com/marekpokropinski/beautygan-tensorflow

BeautyGAN implementation in tensorflow. Based on BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network (http://colalab.org/media/paper/BeautyGAN-camera-ready.pdf)

deep-learning generative-adversarial-network tensorflow

Last synced: 09 Mar 2026

https://github.com/evanhalley/puppyteer-crawler

Crawls a website for pictures of big dogs, little dogs, red dogs, blue dogs, yellow dogs, green dogs, black dogs, and white dogs!

javascript nodejs puppeteer tensorflow

Last synced: 30 Jul 2025

https://github.com/wolny/keras-image-net

Simple REST app for image classification using Keras pre-trained deep learning models

flask image-classification keras-neural-networks keras-tensorflow tensorflow

Last synced: 03 May 2026

https://github.com/radanalyticsio/tensorflow-serving-s2i

S2I image is for running tensorflow model server on Openshift.

openshift s2i tensorflow

Last synced: 06 Apr 2025

https://github.com/asad-ismail/lane_detection

Lane Detection and Classification using Front camera monocular images

adas cpp embedded lanedetection pruning quantization tensorflow weight weightclustering

Last synced: 19 Apr 2025

https://github.com/hayashi-yudai/ml_models

Implementation of machine learning models by Python with Tensorflow. ArcFace/UNet/ACoL

image-processing keras-tensorflow machine-learning pipenv python python3 tensorflow

Last synced: 12 Apr 2025

https://github.com/aqafridi/tensorflow-developer-specialization

Tensorflow Developer Specialization from beginner to advance level.it include from ANN , CNN, RNN to GANs. From computer vision to Natural Language processing.

artificial-intelligence computer-vision deep-learning gans machine-learning natural-language-processing tensorflow

Last synced: 02 May 2026

https://github.com/orderandch4os/analyse-audio-python

Scratch for experimenting with audio feature extraction.

audio-feature-extraction keras machine-learning tensorflow

Last synced: 24 Jul 2025

https://github.com/imvision12/convnext-tf

A Tensorflow Implementation of "A ConvNet for the 2020s" and "ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders" (ConvNeXt and ConvNeXtV2)

cnn convnext convnextv2 tensorflow

Last synced: 22 Sep 2025

https://github.com/pegah-ardehkhani/predictive-maintenance-using-ml

A machine learning project for predictive maintenance, designed to forecast equipment failures and optimize maintenance schedules to reduce downtime and operational costs

adaboost decision-tree deep-learning deep-neural-networks feature-importance knn logistic-regression machine-learning machine-learning-algorithms matplotlib numpy pandas plotly predictive-maintenance random-forest seaborn sklearn stacking svm tensorflow

Last synced: 15 Apr 2025

https://github.com/qdraw/theiacore

How to see sharper with Tensorflow

asp-net-core tensorflow tensorflow-tutorials

Last synced: 16 Apr 2025

https://github.com/gbaeke/nasnet-go

Web app to classify images with nasnetmobile

ai go golang ml nasnet tensorflow

Last synced: 30 Aug 2025

https://github.com/bessouat40/python-ai-explainability

A python project to find anomaly in an Xray image.

deep-learning explainable-ai health python tensorflow

Last synced: 06 Mar 2025

https://github.com/louishenrifranc/wgan

Wassertein GAN in Tensorflow

draw tensorflow tensorflow-models wgan

Last synced: 26 Mar 2025

https://github.com/jwest951227/aisocialgood

The rise of social media and online communities creates safe and anonymous spaces for individuals to share their thoughts about their mental health and express their feelings and sufferings in online communities. To prevent suicide, it is necessary to detect suicide-related posts and user's suicide ideation in cyberspace by natural language process

flask gpt4 numpy python tensorflow

Last synced: 26 Sep 2025

https://github.com/oleksandr-g-rock/classify_picamera_in_live_time_cusom_model

Image classification (persons, animals, other) on raspberry pi from pi-camera (in live time) used custom model .h5 (output to terminal)

image-classification image-processing image-recognition pi-camera raspberry-pi tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 09 Jul 2025

https://github.com/arshtiwari2004/sahyog

Centralized Disaster Response and Inventory Management System that leverages AI and Google Cloud Technologies to predict disasters, optimize resource management, and provide real-time coordination.

adam-optimizer apache-kafka apache-spark cnn-classification docker efficientnetb4 gan-models gcp-storage gcs gemini-api hyperledger-fabric keras-classification-models l2-regularization lstm-model numpy opencv tensorflow twilio vertex-ai yolov8-detection

Last synced: 13 May 2025

https://github.com/gaborvecsei/barlow-twins

Clean Tensorflow 2 Implementation of the Barlow Twins self-supervised learning method

embeddings keras python self-supervised-learning semi-supervised-learning tensorflow tensorflow2

Last synced: 14 Feb 2026

https://github.com/ely-s/efficientdetjs

Port of the EfficientDet neural network architecture to the web.

ai cv tensorflow

Last synced: 13 Apr 2025

https://github.com/nicofilips/cs50ai-harvard

Harvard University Online Course | CS50-AI | Artificial Intelligence with Python | Project Solution

artificial-intelligence harvardcs50 natural-language-processing neuronal-network nltk python scikit-learn tensorflow

Last synced: 15 Apr 2025

https://github.com/Pegah-Ardehkhani/Air-Passenger-Demand-Forecasting

Forecast airline passenger demand using time series models like AR, ARMA, and LSTM to improve operations, optimize scheduling, enhance resource allocation, and streamline supply chain management through accurate demand predictions

arima-forecasting arma auto-regressive auto-regressive-model boxcox decomposition demand-forecasting dickey-fuller dickey-fuller-test flight-data lstm machine-learning machine-learning-algorithms non-stationary qqplot tensorflow time-series time-series-analysis time-series-data time-series-forecasting

Last synced: 24 Apr 2025

https://github.com/n-gao/botfightevolution

A simple game with an reinforcement learning powered AI

csharp python reinforcement-learning tensorflow unity

Last synced: 10 Apr 2026

https://github.com/aubynsamuel/health-prediction-ai-model

A lightweight machine learning model for health monitoring using heart rate and SpO2 data

ai health machine-learning python tensorflow tensorflowlite-for-microcontrollers

Last synced: 04 Mar 2026

https://github.com/vidhi1290/brain-tumor-detection

Brain Tumor Detection using CNN: Achieving 96% Accuracy with TensorFlow: Highlights the main focus of your project, which is brain tumor detection using a Convolutional Neural Network (CNN) implemented in TensorFlow. It also emphasizes the impressive achievement of reaching 96% accuracy, which showcases the effectiveness of your model.

artificial-intelligence artificial-neural-networks braintumorclassification braintumour convolutional-neural-networks data-science dataanalysis datavisualization deep-learning deep-neural-networks kaggle machine-learning machine-learning-algorithms python tensorflow

Last synced: 10 Apr 2025

https://github.com/bracciata/cornhacks2020

The winner of the Green Track at Corn Hacks 2020. Scrapshot is an Android App built with Kotlin, Tensorflow, and Google APIs. It uses image recognition in order to determine if an item is recyclable and allows you to recycle it for points. It includes a map of the recycling center, point redemption, leader boards, and more!

android googlemaps-api kotlin kotlin-android tensorflow

Last synced: 09 May 2026

https://github.com/mdietrichstein/tfhub-exporter

Export and optimize Tensorflow Hub models for inference and deployment

deployment exporter inference optimization tensorflow tensorflow-hub tensorflow-models tfhub tool

Last synced: 09 May 2026

https://github.com/fdch/dreamsound

An adaptation of the Deep Dream project into an audio-based musical context

audio keras music python tensorflow

Last synced: 05 Oct 2025

https://github.com/stes/deeplabcut-docker

Inofficial docker images for DeepLabCut (experimental)

deeplabcut docker pose-estimation tensorflow

Last synced: 01 May 2026

https://github.com/fnproject/cloudevents-demo

Image processing application demo with CloudEvents and TensorFlow

cloud-computing fnproject functions-as-a-service golang image-processing opencv python serverless tensorflow

Last synced: 04 May 2026

https://github.com/ayyucedemirbas/tree_species_classification

Tree species classification with ResNet50

classification resnet50 tensorflow

Last synced: 11 May 2026

https://github.com/subhadipsinha722133/duplicate-question-nlp

The "Duplicate Question Pairs" task in Natural Language Processing (NLP) involves determining whether two questions have the same meaning, even if they are phrased differently. The goal is to identify semantic equivalence, not just word-for-word similarity.

deep-learning keras nlp-machine-learning sklearn tensorflow

Last synced: 07 Oct 2025

https://github.com/shaswata56/facial_expression_recognition

Facial Expression Recognition in Keras using a CNN.

expression facial flask keras realtime recognition tensorflow

Last synced: 30 Apr 2026

https://github.com/leemengtw/learnable_ai

以 PyTorch 實作，可供學習 AI 的各式深度學習應用

chinese deep-learning machine-learning python pytorch pytorch-lightning tensorflow

Last synced: 08 Oct 2025

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 Awesome-TensorFlow-Chinese 107 awesome-tensorflow-lite 110 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 268 Research 263 Research Papers 223 Uncategorized 202 文本数据和NLP 190 Projects 189 1.) Neural Architecture Search 186 Learning 173 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 101 超参数优化和AutoML 100 Model Deployment library 99 Papers & Codes 89 Posts and Articles 87