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/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/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/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/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/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/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/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/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/amine-akrout/tensorflow-tifecycle-management-with-mlflow

Creating a Dockerized stack environment using MLflow, mysql and Minio to manage the lifecycle of TensorFlow models.

bert cnn deep-learning lstm machine-learning minio mlflow mlops mysql nlp python s3 swivel tensorboard tensorflow tf-serving

Last synced: 10 Apr 2025

https://github.com/thiagopbueno/tf-rddlsim

A RDDL simulator running in TensorFlow.

mdp rddl simulator tensorflow

Last synced: 14 Jan 2026

https://github.com/siddhi-io/siddhi-execution-tensorflow

Extension that adds support for inferences from pre-built TensorFlow SavedModels

deep-learning deep-neural-network execution extension machine-learning ml neural-network siddhi tensorflow

Last synced: 12 Jun 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/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/philipperemy/tf-easy-model-saving

An easy way to load and save checkpoints in Tensorflow!

tensorflow tensorflow-library tensorflow-models

Last synced: 25 Mar 2025

https://github.com/tonywu71/image-matching-triplet-loss

Tensorflow implementation of Image Matching with Triplet Loss on the Tiny ImageNet dataset.

computer-vision image-matching tensorflow tiny-imagenet triplet-loss

Last synced: 25 Feb 2026

https://github.com/abdularis/deeplearningcnn

Content based image retrieval using convolutional neural network and tensorflow

cbir convolutional-neural-network deep-learning image-search tensorflow

Last synced: 10 Jul 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/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/peptoneltd/dspp-data

Database of Structural Propensities of Proteins (dSPP) raw data repository by Peptone Inc.

biotechnology dataset keras keras-models machine-learning prediction protein protein-sequences protein-structure tensorflow tensorflow-models

Last synced: 12 May 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/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/Munaikh/Ansitu

An app that can detect recitations and shows who is the reciter 💜

ai classification detection flutter flutter-app flutter-apps flutter-ui ml muslim muslims quran teachable-machine tensorflow tflite tflite-model

Last synced: 24 Feb 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/krisharul26/autonomous-vehicle-running-with-line-navigation-and-object-detection-using-opencv-and-ai-techniques-

Mobility on a wide scale is moving towards complete automation. Though the technology for automating the vehicles already exists, these technologies must be optimised to fit the current environment. This project would be a scaled-down model of the Autonomous Car. By running these scaled-down models in the live streaming line detection using OpenCV.

computer-vision decisionmaking googlecolab navigation numpy-arrays object-detection oops-in-python opencv opencv-python python-3 raspberry-pi-4 raspberry-pi-camera tensorflow

Last synced: 28 Jan 2026

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/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/yoctol/ds-post-interview-assignment

A Post Interview Assignment for Candidates.

interview machine-learning python3 tensorflow

Last synced: 28 Apr 2025

https://github.com/huangcongqing/tensorflow

TensorFlow1.14和TensorFlow2x的学习代码('py35)

bilibili-tensorflow jupyter-notebook tensorflow tensorflow-tutorials tensorflow2 tf1

Last synced: 14 Jun 2025

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/sayannath/low-light-image-enhancement

Low Light Image Enhancement using Tensorflow

image-enhancement image-processing tensorflow

Last synced: 15 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/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/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/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/louishenrifranc/wgan

Wassertein GAN in Tensorflow

draw tensorflow tensorflow-models wgan

Last synced: 26 Mar 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/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/itzalver/basenet-api

A simple way to build ML models with Keras and Tensorflow as base frameworks.

api deep-learning keras machine-learning python ray tensorflow

Last synced: 04 Jun 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/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/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp 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/ayyucedemirbas/tree_species_classification

Tree species classification with ResNet50

classification resnet50 tensorflow

Last synced: 11 May 2026

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/tanyachutani/xception-tf2.0

A TensorFlow2.0 implementation of Xception Deep Learning with Depthwise Separable Convolutions

depthwise-separable-convolutions imagenet keras tensorflow tf2 xception

Last synced: 10 Sep 2025

https://github.com/kozistr/radam-tensorflow

On The Variance Of The Adaptive Learning Rate And Beyond in tensorflow

mnist optimizer radam tensorflow

Last synced: 20 Jul 2025

https://github.com/theengineerprogrammer/my_masters_thesis

cVAE, VQ-VAE, VQ-VAE2, cVAE-cGAN, PixelCNN and Gated PixelCNN in tensorflow 2.x and keras

cvae deep-learning gan gated-pixelcnn machine-learning pixelcnn tensorflow vae vae-gan vq-vae vq-vae-2

Last synced: 09 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/silvermete0r/redeepfake-demo-app

ReDeepFake Demo App - Advanced Deepfake detection model for 2D flat images.

cnn deep-learning deepfake-detection deepfakes efficientnet neural-network tensorflow

Last synced: 30 Apr 2025

https://github.com/martinn25/bsternaichain

An innovative platform combining Blockchain and AI for transparent and secure transactions.

ai blockchain crypto ethereum graphql machine-learning nextjs nodejs opensource reactjs risk-management rust smart-contracts solidity tensorflow web3

Last synced: 10 Sep 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/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/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/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/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/frozenwolf-cyber/sih

I-Pravesh is a Smart Attendance Android App which uses a combination of edge face detection and recognition (MobileFaceNet + TensorFlow Lite) as the authentication biometric for recording attendance

android fastapi postgresql tensorflow tensorflow-lite

Last synced: 06 May 2025

https://github.com/raj-pulapakura/dino-game-controlled-by-gesture-detection

The classic dino game, except its controlled by your hand! Powered by TensorFlow, OpenCV and PyGame.

computer-vision deep-learning dinosaur-game game-development gesture-recognition object-detection opencv pygame python tensorflow

Last synced: 15 Jul 2025

https://github.com/nishantksingh0/cnn-rice-classification

Classified wide variety of rices by training model on CNN. ( Arborio, Basmati, Ipsala, Jasmine, Karacadag )

kaggle matplotlib numpy pandas tensorflow

Last synced: 30 Jun 2026

https://github.com/kyegomez/ast

Implementation of AST from the paper: "AST: Audio Spectrogram Transformer' in PyTorch and Zeta

ai artificial-intelligence attention machine machine-learning machine-learning-algorithms pytorch pytorch-implementation tensorflow

Last synced: 07 May 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/fabiangroeger96/semantic-segmentation-dtd

Semantic Segmentation for the Describable Textures Dataset (DTD)

dtd dtd-dataset resnest resnet semantic-segmentation tensorflow unet

Last synced: 01 Jul 2026

https://github.com/rijoslal/look

Look is a powerful ML tool that upscale satellite images generated using ESRGAN built with TensorFlow Keras & Fastapi. It ensures high-quality scaling, preserving details and consistency, making images ready for further use or visualization. Ideal for enhancing images while maintaining precision

bootstrap5 cv2 fastapi html-css-javascript jinja2-templates python3 tensorflow tensorflow-hub

Last synced: 12 Apr 2025

https://github.com/chameleon-ai/deepdream-revived

A version of DeepDream that works in modern-day python

img2img tensorflow

Last synced: 14 May 2026

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/rexwangcc/joyful-deep-leaning-i

My useful resources of Deep Learning in Tensorflow

cnn deep-learning mlp neural-network rnn tensorflow

Last synced: 11 Apr 2025

https://github.com/johnpertoft/relation-networks

Tensorflow implementation of Relation Networks

relation-network relation-networks tensorflow

Last synced: 17 May 2026

https://github.com/abhiramdodda/skindiseasedetection

Skin diseases can be detected and classified through Deep Learning techniques. In this project Deep CNN network is built on top of EfficientNetB3 for image classification.

cnn efficientnetb3 image-classification image-processing keras matplotlib python3 sampling-methods tensorflow

Last synced: 18 Jun 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/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/mauri870/kaggle-cats-vs-dogs-redux

My simple solution for the Kaggle Cats vs Dogs Redux competition

cats-dogs go inceptionv3 kaggle tensorflow

Last synced: 13 Apr 2025

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/nazchanel/fake-news-detection-webapp

A Flask webapp that detects fake news with a given text input using the power of Natural Language Processing. Deployment on Heroku failed due to the program's large memory consumption.

data-science dataset keras keras-tensorflow machine-learning natural-language-processing nlp nlp-machine-learning python scikit-learn tensorflow

Last synced: 06 Mar 2026

https://github.com/ksachdeva/tensorflow-cc-sdk-generator

Set of scripts to generate a CMake enabled tensorflow c++ SDK

cmake cpp sdk tensorflow tensorflow-cc tensorflow-cmake

Last synced: 18 Apr 2026

https://github.com/jannisborn/facepeeper

A Deep Residual Convolutional Neural Network as Gender Classifier on an Interactive Webserver

convolutional-neural-networks deep-learning gender-classification neural-networks python residual-networks scipy tensorflow webserver

Last synced: 10 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 202 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 188 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 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89