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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/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/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/louishenrifranc/wgan

Wassertein GAN in Tensorflow

draw tensorflow tensorflow-models wgan

Last synced: 26 Mar 2025

https://github.com/da-nyee/smart-parking-lot

Final project for Embedded Application Programming - a smart parking lot system

api-gateway aws ec2 javascript lambda mysql node-js python raspberry-pi react-js s3 tensorflow

Last synced: 13 Apr 2026

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/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/camara94/convolutional-neural-networks

Implement the foundational layers of CNNs (pooling, convolutions) and stack them properly in a deep network to solve multi-class image classification problems.

cnn-keras deep-neural-networks keras tensorflow

Last synced: 27 Feb 2026

https://github.com/ayyucedemirbas/tree_species_classification

Tree species classification with ResNet50

classification resnet50 tensorflow

Last synced: 11 May 2026

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

A RDDL simulator running in TensorFlow.

mdp rddl simulator tensorflow

Last synced: 14 Jan 2026

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/stes/deeplabcut-docker

Inofficial docker images for DeepLabCut (experimental)

deeplabcut docker pose-estimation tensorflow

Last synced: 01 May 2026

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/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/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/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/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/stared/stable-diffusion-keras-m1-gpu

Stable diffusion image generation with KerasCV for Macbook M1 GPU

gpu keras m1 m1-mac stable-diffusion tensorflow

Last synced: 11 Feb 2026

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

Tensorflow implementation of Relation Networks

relation-network relation-networks tensorflow

Last synced: 17 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/coreyauger/quickdraw-gan

generative adversarial networks with keras

gan keras python tensorflow

Last synced: 13 Apr 2025

https://github.com/anuragmishracse/smart_image_classifier

Image Classification library built on top of Keras. Identifies the best set of hyperparameters and train a classification model accordingly, hence, smart.

deep-learning hyperparameter-tuning image-classification keras neural-network tensorflow

Last synced: 13 Apr 2025

https://github.com/leeyunjai/teachablemachine-python

keras and tflite inference code for image project of teachable machine

deep-learning keras machine-learning opencv teachable-machine teachablemachine tensorflow tensorflow-lite

Last synced: 10 Apr 2025

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/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/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/rijoslal/spotly

Spotly is a deepfake detection web app using facial recognition to analyze content, ensuring only facial images are processed. Built with TensorFlow, FastAPI, and Jinja templates, Spotly leverages MesoNet to accurately distinguish real from fake images, providing a quick, user-friendly solution for deepfake detection.

fastapi html-css-javascript jinja2-templates tensorflow

Last synced: 20 Jul 2025

https://github.com/devssh/genderethnicitydetector

Tensorflow Keras based pre-trained model to predict gender and ethnicity of Indian Names using Python

andrew-ng ethnicity-classifier fuzzy gender-classification indian lstm lstm-model pandas pre-trained tensorflow tensorflow-models text-classification username-predictor

Last synced: 23 Jun 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/kr1shnasomani/bloodprint

Blood group detection from fingerprint using TensorFlow and PyTorch.

computer-vision deep-learning neural-network numpy pypi pytorch scikit-learn 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/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/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/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/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/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/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/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/shukur-alom/ai-chatbot

This is AI ChatBot. I make it By AI(NLP). I know sometime it's show wrong answer because i use less data to train my model because i haven't big dataset. you can read my code and you can learn many thing. This chatbot is not bad at all. You can have fun with it in your spare time if you want.

artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks chat chatbot deep machine-learning machine-learning-algorithms ml natural natural-language natural-language-processing natural-language-understanding nlp nlp-machine-learning pytho python tensorflow tensorflow2

Last synced: 29 Oct 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/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/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/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/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/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/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/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/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/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/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/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/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/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/loseall/tensorflow-cmake

tensorflow build by CMake

cmake tensorflow windows

Last synced: 11 Apr 2025

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/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/armanx200/fruit-detector

🍇🔍 Fruit Detector: A machine learning model to identify fruits from images, powered by TensorFlow and Keras. Train the model, predict fruits, and explore the world of AI fruit recognition! 🍓🍍

arman-kianian computer-vision data-preprocessing deep-learning image-recognition keras machine-learning neural-networks opencv python tensorflow

Last synced: 30 Apr 2025

https://github.com/mohammadvhossein/tf-gym

The TF Gym repo shares daily TensorFlow projects on ML/DL, including RL, providing educational resources for beginners and practical examples for experienced users with detailed instructions for applications like image classification and text generation.

ai artificial-intelligence computer-vision data-science deep-learning iris kears machine-learning mnist modeling nlp poetry-generator tensorflow time-series translator

Last synced: 10 Apr 2025

https://github.com/shub-garg/fashionmnist-dcgan-generative-adversarial-networks-for-fashion-image-generation

This repository contains an implementation of a Deep Convolutional Generative Adversarial Network (DCGAN) trained on the FashionMNIST dataset. The project aims to generate realistic images of clothing items using a GAN architecture. It includes model definitions, training scripts, and visualizations of generated images at various training stages.

artificial-intelligence dcgan deeplearning fashionmnist gan generative-adversarial-network pytorch tensorflow

Last synced: 13 Apr 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/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/chameleon-ai/deepdream-revived

A version of DeepDream that works in modern-day python

img2img tensorflow

Last synced: 14 May 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

https://github.com/mariochampion/roboflow

RoboFlow is a semi-automated TensorFlow image classification explorer in a python command line app.

command-line command-line-app image-classification python python-2 tensorflow tensorflow-experiments

Last synced: 19 Jan 2026

https://github.com/unilight/generative-compression

Tensorflow implementation of paper Generative Compression.

gan generative-adversarial-network image-compression tensorflow wgan-gp

Last synced: 11 Jul 2025

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/thoth-station/cli-examples

Examples of Thoth's recommendations using Thamos CLI

ai-stacks artificial-intelligence hacktoberfest kubernetes openshift tensorflow thoth

Last synced: 10 Apr 2025

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/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

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 269 Research 263 Research Papers 223 Uncategorized 196 文本数据和NLP 191 1.) Neural Architecture Search 188 Projects 177 Learning 151 数据可视化 133 机器学习框架 128 Papers 119 图像数据与CV 115 模型的可解释性 105 Descriptive Resources 101 超参数优化和AutoML 100 Model Deployment library 99 Papers & Codes 89 Posts and Articles 87