Data

Tools

Indexes

Applications

Experiments

Awesome

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/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/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/zenixls2/chatbot-rnn

Please aware that the data provided is already outdated. Sample data would be uploaded for users to test on their own.

python reddit tensorflow

Last synced: 30 Jul 2025

https://github.com/serre-lab/meta-predictor

🔮 Meta-predictor Explainability Benchmark

explainable-ai interpretability machine-learning pytorch tensorflow xai

Last synced: 27 Apr 2025

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/daniel-lima-lopez/dynamic-state-traffic-lights

This work consists of a dynamic state traffic light controlled by a neural network. The training of this model is carried out by genetic algorithms in a simulation environment.

deep-learning genetic-algorithm genetic-algorithms neural-networks python sumo tensorflow trafic-light

Last synced: 12 May 2025

https://github.com/helinwang/gotensor

Go TensorFlow Service.

go tensorflow

Last synced: 09 Apr 2025

https://github.com/aveek-saha/graph-attention-net

A TensorFlow 2 implementation of Graph Attention Networks (GAT)

gat graph-attention-networks graph-neural-networks graphs tensorflow tensorflow2

Last synced: 19 May 2026

https://github.com/botic/sharedmobility-ai

Removes customer frustration from shared mobility services. Supported by Netidee Call 13.

data-driven mobility netidee nodejs tensorflow tensorflowjs vuejs

Last synced: 29 Jul 2025

https://github.com/rom1504/tensorflow_captcha_solver

Captcha solver based on https://medium.com/@ageitgey/how-to-break-a-captcha-system-in-15-minutes-with-machine-learning-dbebb035a710

captcha-solving deep-learning preprocessing tensorflow vision

Last synced: 17 May 2026

https://github.com/deepmancer/tweet-disaster-detection

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

bert bert-fine-tuning classification fine-tuning huggingface-transformers keras keras-tensorflow natural-language-processing nlp scikit-learn tensorflow tensorflow2 tokenizer transformers

Last synced: 01 Apr 2025

https://github.com/sqmah/art-style-transfer-video

Art style transfer for both images and video written in Tensorflow 2. Preview and save your outputs.

gan style-transfer tensorflow tensorflow-examples tensorflow2

Last synced: 20 Sep 2025

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

TensorFlow implementation of Anomaly Detection with Adversarial Dual Autoencoders (ADAE) with MNIST dataset.

adversarial-dual-autoencoders anomaly-detection mnist mnist-dataset tensorflow

Last synced: 16 Apr 2026

https://github.com/photonixapp/tensorflow-builder

Docker-based environments for building Tensorflow with support for x86/amd64 (down to Celeron without AVX), ARM32v7 and ARM64v8 CPUs

ai docker machine-learning ml tensorflow tensorflow-builder

Last synced: 23 Apr 2025

https://github.com/jwest951227/lstmstockpricepredictor

Predicting storck price of Suzunoya- by means of LSTM

keras matplotlib numpy pandas tensorflow yfinance

Last synced: 18 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/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/sudo-rushil/dga-intel-web

This deep learning model uses a CNN-LSTM architecture to predict whether a given domain name is genuine or was artificially generated by a DGA.

cnn deep-learning keras lstm lstm-cnn machine-learning tensorflow

Last synced: 13 May 2025

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/mariogeiger/lensfinder-euclid

Binary classifier with convolutional neural network

astrophysics neural-network python-3 tensorflow

Last synced: 24 Aug 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/joseprsm/gutenberg

🪶 GPT-3 based tool to generate short copy

fastapi gpt-3 tensorflow

Last synced: 11 Mar 2026

https://github.com/satyamtripathi8/handwritten_digit_classifier

Explore this repository for a CNN-based handwritten digit classification project. Utilizes TensorFlow/Keras to train and evaluate models, providing a practical example of deep learning in image recognition.

cnn-for-visual-recognition cnn-keras mnist pillow scikit-learn tensorflow

Last synced: 27 Feb 2025

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/h-fuzzy-logic/python-windspeed

Predicting windspeed from satellite images of tropical storms

cnn keras python tensorflow

Last synced: 23 Apr 2025

https://github.com/darshangowda0/machine-learning

This repository serves as a template for all practical applications of basic ML algorithms implemented in both R and Python.

machine-learning python r tensorflow

Last synced: 14 Sep 2025

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 28 Jun 2025

https://github.com/itsiiromiuy/model-rubik-cube-recognition-with-tensorflow.js-retinanet

🎯This project leverages TensorFlow.js 🖥️ and RetinaNet-SpineNet-49 🤖 (retinanet_spinenet_mobile_coco) to build an AI-powered system capable of recognizing Rubik's Cube faces 🧠 & colors in real-time 🎲.

coco machine-learning python tensorflow tensorflowjs-model webai

Last synced: 25 Oct 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/adhaamehab/semantic-segmentation-demo

A Full stack Semantic Segmentation project using tensorflow, deeplab and dash

cnn dash deep-learning deeplab flask semantic-segmentation tensorflow

Last synced: 23 Mar 2025

https://github.com/chinaskidev/ml-prediccion-lluvia-brazil

MLOps, usando Docker,Airflow,tensorflow,streamlit

python3 scikit-learn streamlit tensorflow

Last synced: 22 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/mysterionrise/tensorflow-metal-experiments

Example of training NN based on Tensorflow Metal using ARM M chips from Apple

gpu m1 m1-mac m2 m2-mac m3-mac neural-network neural-networks tensorflow tensorflow-gpu tensorflow-tutorials

Last synced: 19 May 2026

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/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: 27 Oct 2025

https://github.com/omonimus1/plant_classification

🌿 Flower Classifier implementation and Django Web App with integrated ML model.

cnn-classification cnn-keras django flutter honours-project plant-classification tensorflow

Last synced: 17 Mar 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/wesleych3n/metric-learning-triplet-loss

NTU Biophotonics and Bioimaging Lab dairy cow face monitoring project. Metric learning experiment.

deep-learning feature-extraction few-shot-learning mobilenetv2 tensorflow tflite-models

Last synced: 23 Mar 2025

https://github.com/vekeryk/media-filter-bot

Telegram media filter bot that can detect nsfw content using Keras model predictions

bot keras nsfw-filter nsfw-recognition telegram-bot tensorflow

Last synced: 27 Jul 2025

https://github.com/mrgaogang/tensorflow_object_detection

【AI】使用tensorflow实现对象检测

ai object-detection tensorflow

Last synced: 22 Apr 2025

https://github.com/siddhesh-agarwal/skin-cancer-detection

A web app to detect Skin cancer using pictures of moles and other marks on skin

cnn healthcare python skin-cancer skin-cancer-detection streamlit tensorflow

Last synced: 03 Mar 2025

https://github.com/gantman/rn_tf_lite

React Native Tensorflow Lite - Code and example

tensorflow tensorflow-lite

Last synced: 22 Jan 2026

https://github.com/lucko515/generative-adversarial-network

This is the implementation of simple GAN using TensorFlow as a framwork.

deep-learning generative-adversarial-network generative-models tensorflow

Last synced: 02 Aug 2025

https://github.com/huangcongqing/tensorflow-minist

TensorFlow与Flask结合打造手写体数字识别 | 学习网站：

flask minist tensorflow

Last synced: 20 Mar 2025

https://github.com/dataxujing/ssd-tensorflow

:art::art::art: SSD-Tensorflow目标检测基于医学影像的消化内镜活检钳

cv detection python3 ssd tensorflow

Last synced: 16 Aug 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/glambard/threadsafe_generator_for_keras

An ultimate thread safe data generation for Keras

generator keras python tensorflow tensorflow-gpu threadsafe

Last synced: 12 Apr 2026

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/rajsoni03/covid-19_detection_using_chest_x-ray_images

A Deep Learning Projects For Diagnosis of COVID Disease by Chest X-Ray Images.

covid-19 covid-ai deep-learning densenet121 diagnosis flask tensorflow

Last synced: 19 Jun 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/k-forghani/blood-pressure-estimation

Blood Pressure Estimation using PPG Signal and Demographic Features

blood-pressure-estimation demographics-data ppg-signal pycaret tensorflow time-series

Last synced: 28 Jun 2025

https://github.com/victorowinoke/cnn-image-classification-using-fashion-mnist-dataset

There's been much speculation in recent years about neural networks technologies and other deep learning algorithms, primarily because of the popularity of several implementations in the sector utilizing these techniques. Consequently, this hype has yielded several innovative ideas to build open-source libraries and methods to enable the average income tech-savvies to achieve their objective. This research paper aims to examine and illustrate how to use deep learning technologies and algorithms to precisely classify a dataset of fashion images into their respective clothing categories. First, the paper shows the general knowledge of convolutional neural networks (CNN) and the techniques of image classification. Later on, it also discusses the methodology of building a neural network and the simulation process. The results of the neural network simulation are compressively evaluated and discussed.

cnn-classification cnn-keras code deep-neural-networks fashion-classifier fashion-mnist-dataset image-classification python3 report tensorflow tensorflow-models

Last synced: 02 Apr 2025

https://github.com/prithvi45/conversational-chatbot

Chatbot built by using Deep Neural Networks and TensorFlow

deep-neural-networks python3 tensorflow

Last synced: 12 May 2025

https://github.com/ninpnin/probabilistic-word-embeddings

Train and evaluate probabilistic word embeddings with Python.

probabilistic-modeling tensorflow word-embeddings

Last synced: 12 May 2025

https://github.com/jonasrauber/foolbox-tensorflow-keras-applications

The pretrained TensorFlow Keras models with a Foolbox Zoo compatible interface

adversarial-attacks foolbox imagenet keras pretrained-models tensorflow

Last synced: 16 Aug 2025

https://github.com/arafat-hasan/dhaka-ai

My solution for Dhaka Ai Traffic Detection Challenge.

classification deeplearning detection machine-learning tensorflow

Last synced: 19 May 2026

https://github.com/2wins/BEGAN-tensorlayer

A TensorFlow Implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks" - (EASY to READ)

gan generative-adversarial-network generative-adversarial-networks tensorflow tensorlayer

Last synced: 13 Apr 2025

https://github.com/accraze/afx_rnn

Neural Net trained on Aphex Twin songs :robot: :notes:

deep-learning magenta midi music-generation neural-network tensorflow

Last synced: 29 Apr 2025

https://github.com/seanchas116/tflitesegmentationqt

Run TensorFlow Lite image segmentation in Qt desktop app

cpp qt qt-desktop tensorflow tensorflow-lite

Last synced: 06 Sep 2025

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/ayyucedemirbas/tree_species_classification

Tree species classification with ResNet50

classification resnet50 tensorflow

Last synced: 11 May 2026

https://github.com/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp tensorflow

Last synced: 09 May 2026

https://github.com/nhatsmrt/denoisingdirtydocuments

My attempt for Kaggle's Denoising Dirty Document competition.

computer-vision deep-learning tensorflow

Last synced: 12 Apr 2025

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

VGGNet-Family (11, 13, 16 & 19) Implementation to train on ImageNet 2012 using Tensorflow 2.x

cnn imagenet implementation-of-research-paper python tensorflow tensorflow-datasets vgg vgg16 vgg19

Last synced: 10 Apr 2025

https://github.com/ichenlei/tflite_with_android

A android demo to show how to use tensorflow lite

android image-classification mobilenet tensorflow

Last synced: 14 Jul 2025

https://github.com/m-bkh-t/deep-learning-course

In this learning path, you will be able to learn the basic concepts of Deep Leaning and TensorFlow

jupyter-notebook python3 tensorflow

Last synced: 16 Jun 2025

https://github.com/benjs/hourglass_networks

tf.keras implementation of "Toward fast and accurate human pose estimation via soft-gated skip connections" by Bulat et al. and "Stacked Hourglass Networks for Human Pose Estimation" by Newell et al.

bulat hourglass-network human-pose-estimation keras newell soft-gated-skip-connections stacked-hourglass-networks tensorflow

Last synced: 07 May 2025

https://github.com/animikhaich/deep-convolutional-background-subtractor

End-to-end CNN-based Autoencoder that can segment any objects even if it is out of the classes present in the training set.

background-subtraction cnn cnn-keras coco convolutional-neural-networks foreground-segmentation image-segmentation python segmentation tensorflow unseen-background-subtractor

Last synced: 10 Apr 2025

https://github.com/zackakil/ah-um-like-so-cool-detector

Real-time voice recognition app to help speakers reduce their use of "filler words".

machine-learning techable-machine tensor tensorflow voice-recognition vue

Last synced: 06 May 2026

https://github.com/sergio11/online_payment_fraud

Fraud detection using Deep Neural Networks to predict fraudulent transactions in financial data. 🚨🤖 Complete process from EDA and data preprocessing to model training and evaluation. 📊🔍

classification data-preprocessing data-science deep-neural-networks dnn exploratory-data-analysis financial-fraud fraud-detection fraud-detection-model imbalanced-data keras machine-learning neural-network python smote tensorflow

Last synced: 17 Aug 2025

https://github.com/vishal815/customer-churn-prediction-using-artificial-neural-network

This project involves building an Artificial Neural Network (ANN) for predicting customer churn. The dataset used contains various customer attributes, and the ANN is trained to predict whether a customer is likely to leave the bank.

accuracy activation-functions binary-crossentropy churn-prediction classification dataset deep-learning keras keras-tensorflow machine-learning nuralnetwork optimizer tensorflow vishal-lazrus vishallazrus

Last synced: 12 Apr 2025

https://github.com/rishit-dagli/convmixer-torch2tf

This repository hosts code for converting the original ConvMixer models (PyTorch) to TensorFlow.

convmixer convolutional-neural-networks machine-learning pytorch tensorflow tf-hub vision

Last synced: 24 Jun 2025

https://github.com/srikanth284/facesimilarity-check

FaceSim Check harnesses advanced AI algorithms to compare and analyze facial similarities with precision. Effortlessly upload and evaluate faces in a user-friendly interface.

face-recognition matplotlib numpy opencv2 python streamlit tensorflow

Last synced: 13 Apr 2025

https://github.com/ameyagodbole/abcnn-tensorflow

An implementation of ABCNN from ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Yin, W.; Schutze, H.; Xiang, B.; and Zhou, B.

convolutional-neural-networks nlp sentence-similarity tensorflow

Last synced: 10 Apr 2025

https://github.com/sami-badawi/scaladl

Scala wrappers for deep learning framework DJL

deep-learning java pytorch scala scala3 tensorflow

Last synced: 20 Jun 2025

https://github.com/coreyauger/quickdraw-gan

generative adversarial networks with keras

gan keras python tensorflow

Last synced: 13 Apr 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 196 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