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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/shubham0204/spam_classification_tf

A TensorFlow Project which detects spam messages and uses this capability in Android apps.

android-application keras python3 spam-classification tensorflow

Last synced: 15 Jul 2025

https://github.com/ipazc/deepevolution

Deepevolution is a PIP package for evolving tensorflow keras models with a genetic algorithm towards fitting a fitness function.

algorithm evolution evolve genetic keras loss network neural package pip tensorflow training

Last synced: 12 Apr 2025

https://github.com/revsic/tf-mlptts

Tensorflow implementation of MLP-Mixer based TTS

mlp-mixer mlp-tts tensorflow tf2 tts

Last synced: 05 May 2025

https://github.com/revsic/tf-glow-tts

Tensorflow implementation of Glow-TTS

glow-tts tensorflow tf2 tts

Last synced: 05 May 2025

https://github.com/bagnalla/ensemble_detect_adv

Training Ensembles to Detect Adversarial Examples

adversarial-example detection ensemble neural-network tensorflow

Last synced: 09 Jul 2025

https://github.com/charlesyuan02/ssd_mobilenet_hand_tracker

A hand tracker created using OpenCV and a re-trained SSD MobileNet v2 via transfer learning on the EgoHands Dataset.

egohands-dataset hand-tracker ssd-mobilenet tensorflow transfer-learning

Last synced: 18 Mar 2025

https://github.com/msokoloff1/real-time-style-transfer

Style transfer using pre-trained generator network.

neural-style real-time style-transfer tensorflow

Last synced: 06 May 2025

https://github.com/trylaarsdam/pio-tflite-lib

A PlatformIO library with the complete and (As of Aug 20, 2023) up-to-date version of Tensorflow Lite for Microcontrollers.

arduino platformio tensorflow tensorflow-lite tensorflow-lite-micro tflite

Last synced: 11 Apr 2025

https://github.com/soumik12345/dataset-scripts

GCS specific notebooks and scripts to download VOC 2007, COCO 2017 and DIV2K Datasets and create TFRecords.

coco div2k gcs gsutil tensorflow tfrecords voc

Last synced: 12 Jul 2025

https://github.com/minar09/mgn-py3

Multi-Garment Network implementation for Python3

garments mgn multigarmentnetwork python3 smpl tensorflow

Last synced: 11 Apr 2025

https://github.com/anencore94/slidingwindowgenerator

convert time series data from dataframe to sliding window

hacktoberfest python tensorflow

Last synced: 23 Jul 2025

https://github.com/nex3z/tfserving-mnist

TensorFlow Serving model for handwritten digits classification from MNIST.

tensorflow tensorflow-serving

Last synced: 26 Apr 2025

https://github.com/adesoji1/food-image-classification

Food Image Classification using TensorFlow: A deep learning model to classify various food items using TensorFlow and CNNs.

colab-notebook hyperparameter-optimization hyperparameter-tuning keras-tensorflow matplotlib-pyplot numpy pandas pillow python3 pytorch regularization tensorflow transfer-learning transformer

Last synced: 15 Oct 2025

https://github.com/janpalasek/resunet-tensorflow

Implements Deep Residual U-Net network.

keras resunet semantic-segmentation tensorflow tensorflow2

Last synced: 25 Aug 2025

https://github.com/timesler/framework-agnostic-deep-learning

Common code for building neural networks with a hybrid of Pytorch and Tensorflow eager execution

deep-learning keras neural-network neural-networks pytorch tensorflow

Last synced: 14 Apr 2025

https://github.com/adhiiisetiawan/corn-disease-recognition

Image recognition for corn leaf disease. The model has been deployed as an android application for easy use by farmers and agricultural professionals.

agriculture android convolutional-neural-network keras tensorflow tensorflow-lite

Last synced: 23 Sep 2025

https://github.com/rokid/bert-multi-gpu

multi gpu training in one machine for BERT from scratch

bert nlp tensorflow

Last synced: 31 Jul 2025

https://github.com/dfalbel/tfrecords

Create TFRecords files from R

r rcpp tensorflow tfrecords

Last synced: 15 Apr 2025

https://github.com/ilyasmoutawwakil/tensorflow-data-and-deployment-specialization

My work on the 4 courses of Tensorflow Data and Deployment Specialization.

deep-learning depoloyment machine-learning tensorflow tensorflow-js tensorflow-lite

Last synced: 13 Apr 2025

https://github.com/raminmh/ordinary-neural-circuits

Code repo for paper: ICML 2020 paper Natural lottery ticket winner: RL for ordinary neural circuits

deep-learning deep-reinforcement-learning lottery-ticket-hypothesis neural-circuits neural-networks python reinforcement-learning robotics tensorflow

Last synced: 19 Aug 2025

https://github.com/kleinyuan/tf-ft

Implementation on tensorflow fine tuning of generic CNN based model

alexnet convolutional-neural-networks fine-tuning fine-tuning-cnns tensorflow vgg

Last synced: 12 Apr 2025

https://github.com/daiiz/tfphotoclassifier

The series of flows to classify photos in TensorFlow

tensorflow

Last synced: 25 Aug 2025

https://github.com/thiagopbueno/rddl2tf

RDDL2TensorFlow compiler.

rddl tensorflow

Last synced: 16 Jan 2026

https://github.com/roma-glushko/rock-paper-scissors

🎲 Application of Computer Vision to the classic game Rock-Paper-Scissors

computer-vision machine-learning mobilenetv2 rock-paper-scissors tensorflow

Last synced: 22 Aug 2025

https://github.com/srdg/bangla-dl

Classifying handwritten Bengali alphabet characters in real-time using OpenCV and Keras.

classification computer-vision convolutional-neural-networks deep-learning handwritten-character-recognition keras ocr-recognition opencv2 tensorflow

Last synced: 01 Mar 2026

https://github.com/shiv19/nativescript-tfjs-poc

POC that Tensorflow.js can be used with NativeScript

nativescript tensorflow tfjs

Last synced: 12 May 2025

https://github.com/tunmx/bald_classification

秃头识别 bald classification

bald keras python tensor tensorflow

Last synced: 12 May 2025

https://github.com/yigitozgumus/polimi_thesis

This is the code repository of my master's thesis titled "Adversarially Learned Anomaly Detection using Generative Adversarial Networks"

adversarial-feature-learning adversarial-learning anomaly-detection autoencoder deep-learning generative-adversarial-network machine-learning novelty-detection tensorflow thesis-project

Last synced: 07 May 2025

https://github.com/lucioerlan/object-recognition

🐘 Image recognition application using expo and Tensorflow

expo react-native tensorflow

Last synced: 18 Aug 2025

https://github.com/mingtaoguo/faster_rcnn_tensorflow

Simple implementation of faster rcnn by TensorFlow, containing 4 step training and easy to understand

faster-rcnn object-detection rpn tensorflow

Last synced: 10 Jul 2025

https://github.com/narasimha1997/bloodcell-identification-tfjs-client

Blood Cell Identification system is a web app built using React and Tensorflow js, The CNN model trained to classify blood cell images using python and is ported to Browser Client using tensorflow model converter.

javascript machine-learning tensorflow

Last synced: 10 Jul 2025

https://github.com/gareththegeek/chesslearn

A neural network chess engine inspired by Giraffe

chess csharp deep-learning machine-learning python stockfish tensorflow

Last synced: 12 Apr 2025

https://github.com/amhsirak/nst

Generate images with new artistic style using Neural Networks

ai artificial-intelligence computer-vision generative-ai jupyter-notebook neural-style-transfer python tensorflow vgg19

Last synced: 13 Apr 2025

https://github.com/yashraut362/pothole_challenge

Final Year B.E project ,Mobile App which includes reporting of potholes and alerting users about nearby Potholes

firebase-auth firebase-database flutter geolocation-api google-maps-api hacktoberfest hacktoberfest2020 python tensorflow

Last synced: 26 Jun 2025

https://github.com/marcominerva/aicompanion

A sample app showcasing the use of Cognitive Services within UWP & Xamarin apps: Vision, Face and Custom Vision.

cognitive-services computer-vision coreml face-detection face-recognition onnx tensorflow uwp xamarin xamarin-forms

Last synced: 09 Apr 2025

https://github.com/angeligareta/image-colorization

This project aims to study the Image Colorization problem and implement a Convolutional Neural Network that is able to colorize black and white images using CIELAB color space.

autoencoder cielab colorization computer-vision convolutional-neural-networks image-colorization ltsm tensorflow tensorflow2

Last synced: 13 Jul 2025

https://github.com/bydevmar/bydevmar__youtube

Your one-stop repository for BYDEVMAR's educational content. Access exam corrections, practical work, tutorials, and courses to boost your understanding. Subscribe to BYDEVMAR on YouTube for in-depth learning.

cplusplus csharp git github java javascript matplotlib mongodb mysql numpy oracle php postgresql python pytorch scikit-learn seaborn sqlite tensorflow

Last synced: 05 May 2025

https://github.com/zainulmustafa/opencv-and-cnn-classifier-for-human-distress-recognition

Character Recognition to recognize the human distress, OpenCV is used to process the image first into a way that it gets easier and less faulty for the classifer to classify 36 total distress characters. It is developed for drone research for IMecheUASChallenge by Sciengit and NUST Airworks in 2018

detection image-recognition keras-tensorflow opencv-python python-3 tensorflow

Last synced: 26 Jul 2025

https://github.com/soumik12345/neural-style-transfer

Tensorflow Implementation of Neural Style Transfer

neural-network neural-style-transfer python python-3 tensorflow

Last synced: 12 May 2025

https://github.com/t-almeida/gan-study

Here i present several GAN models in format of notebook implemented with tensorflow using the layers API

cgan cnn dcgan gan generative-adversarial-network notebook tensorflow

Last synced: 04 Jul 2025

https://github.com/daixinye/tf_flexible_detector

基于 TensorFlow 物体检测 API 的柔性对象识别系统

detection-api machine-learning tensorflow

Last synced: 15 May 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/strcoder4007/covid-19-deep-learning

Detecting COVID-19 using X-ray Images, CT Scans and Deep Learning

kaggle-xray-dataset keras numpy sklearn tensorflow

Last synced: 01 May 2025

https://github.com/bhattbhavesh91/ktrain-tutorial

Fine-tuning a BERT model using Ktrain | Transfer Learning NLP | Fine Tune Bert For Text Classification

bert bert-fine-tuning bert-model bert-models ktrain language-model nlp pretrained-models tensorflow

Last synced: 16 Oct 2025

https://github.com/vladmandic/efficientpose

EfficientPose: Body Segmentation for TFJS and NodeJS

body-parser body-tracking efficientpose tensorflow tensorflowjs tfjs tfjs-models

Last synced: 24 Oct 2025

https://github.com/luickk/gta_self_driving

CNN that is trained to drive vehicles in GTAV

gta5 python36 tensorflow

Last synced: 12 Apr 2025

https://github.com/solo-steven/sdn-ddos-rnn-autoencoder

SDN Lab Which Simulate DDoS Attack

ddos mininet ryu sdn tensorflow

Last synced: 15 Apr 2025

https://github.com/t04glovern/deep-dune-coloring

Automatic coloring and shading of Dune coloring book using manga-style lineart model from deepcolor. Makes use of Tensorflow + cGANs

cgan dune gan tensorflow

Last synced: 30 Jul 2025

https://github.com/nbortolotti/tflitego_examples

tflitego_examples provide examples to use tflitego to use TensorFlow lite in Go. More information about the library: https://github.com/nbortolotti/tflitego

golang golang-examples inference tensorflow tensorflow-examples tensorflowlite tflite

Last synced: 28 Feb 2026

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/sayakpaul/consistency-training-with-supervision

Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".

computer-vision consistency-regularization keras robustness-experiments tensorflow

Last synced: 20 Sep 2025

https://github.com/philipperemy/keras-mode-normalization

Keras Implementation of Mode Normalization (Lucas Deecke, Iain Murray, Hakan Bilen, 2018)

batch-normalization keras tensorflow

Last synced: 13 Oct 2025

https://github.com/tmattio/tf_datasets

Python scripts to download public datasets and generate tfrecords.

dataset tensorflow

Last synced: 26 Mar 2025

https://github.com/kmkolasinski/tensorflow-nanogpt

Example how to train GPT-2 (XLA + AMP), export to SavedModel and serve with Tensorflow Serving

gpt-2 tensorflow xla

Last synced: 13 Oct 2025

https://github.com/magiccube/cart-pole-js

The classic Cart Pole game implemented in JavaScript, and powered by TensorFlow.js.

ai cartpole gym javascript reinforcement-learning tensorflow tensorflow-js

Last synced: 13 Apr 2026

https://github.com/snowkylin/async_rl

Tensorflow implementation of asyncronous 1-step Q learning in "Asynchronous Methods for Deep Reinforcement Learning" with improvement on weight update process (use minibatch) to speed up training.

asynchronous-methods deep-reinforcement-learning mini-batch tensorflow

Last synced: 18 Aug 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/curiousily/linear-regression-with-tensorflow-js

Build a Linear Regression model using TensorFlow.js and use to predict house prices

artificial-intelligence data-science javascript linear-regression machine-learning tensorflow tensorflowjs

Last synced: 01 Sep 2025

https://github.com/alanspike/lmdb_to_tfrecords

change LMDB to tfrecords

caffe lmdb tensorflow tfrecords

Last synced: 21 Aug 2025

https://github.com/ctkqiang/yanjiai

眼迹AI是一套集成了面部识别和物体检测功能的系统，它能够实时监控环境并在检测到危险情况时自动向服务器发送警报，从而迅速通知当局应对风险。对于司机而言，时常面临乘客可能实施抢劫或其他不当行为的潜在威胁。通过在您的手机或行车记录仪上部署这一AI系统，不仅能提供即时的安全保障，还能在关键时刻为您节省宝贵的求助时间，确保您能在第一时间获得必要的帮助。

algorithms artificial-intelligence china china-region chinese computer-vision ctkqiang huatuoai ios opencv python pytorch swiftui tensorflow yanjiai

Last synced: 05 Sep 2025

https://github.com/curiousily/simple-neural-network-with-tensorflow-js

Build a simple Neural Network model in TensorFlow.js to make a laptop buying decision. Learn why Neural Networks need activation functions and how should you initialize their weights.

artificial-intelligence data-science deep-learning javascript machine-learning neural-networks tensorflow

Last synced: 26 Apr 2025

https://github.com/rhythmusbyte/sign-language-to-speech

Real-time ASL interpreter using OpenCV and TensorFlow/Keras for hand gesture recognition. Features custom hand tracking, image preprocessing, and gesture classification to translate American Sign Language into text and speech output. Built with accessibility in mind.

asl assistive-technology cv2 hand-tracking handdetection image-classification image-processing keras machine-learning mediapipe numpy opencv python real-time-detection real-time-recognition sign-language tensorflow

Last synced: 04 Apr 2025

https://github.com/acoadmarmon/resnet18-tensorflow

Implementation of ResNet18 using TensorFlow 2.0 Keras API. Currently ResNet 18 is not currently supported in base Tensorflow (see https://www.tensorflow.org/api_docs/python/tf/keras/applications for supported models), so a custom model is necessary to use this architecture.

keras-tensorflow resnet-18 tensorflow tensorflow-2 tensorflow-models

Last synced: 24 Oct 2025

https://github.com/sdsubhajitdas/my-tensorflow

A small experiment to recreate how basic Tensorflow works and in the process fully understand the working of Tensorflow.

deep-learning machine-learning machine-learning-api machine-learning-library machinelearning tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/thomasgust/botsigner

A sign language recognition webapp I created with my code from the first Google Isolated Sign Language Recognition Competition on Kaggle where it scored 72/1165. The app was my final computational thinking project in 8th grade.

american-sign-language asl mediapipe point-cloud point-clouds python tensorflow transformer

Last synced: 07 Oct 2025

https://github.com/ayyucedemirbas/startrektos-script-generator

LSTM text generation model that generates new scripts for Star Trek TOS

hacktoberfest lstm nlp rnn startrek tensorflow

Last synced: 04 Mar 2025

https://github.com/n1k0l1n/facedetection-tensorflow-react

Face detection, using a pre build model of tensorflow js

ai-models reactjs tensorflow

Last synced: 13 Apr 2025

https://github.com/ishantk/gw2019pa2

Auribises Summer Trainings Python Evening Batch

deep-learning dlib machine-learning mask-rcnn opencv python pytorch tensorflow

Last synced: 01 May 2025

https://github.com/mahdizynali/brats2020-tensorflow-brain-tumor-segmentation

implementation of Tensorflow Unet brain tumor segmentation and detection enhanced with attention model on nii datasets

attention-model brain detection machine-learning neural-network opencv segmentation tensorflow tensorflow2 tumor-detection tumor-segmentation unet unet-image-segmentation

Last synced: 14 Apr 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: 22 Oct 2025

https://github.com/notedance/models

Neural network models built with TensorFlow.

deeplearning keras models neural-network tensorflow

Last synced: 26 Aug 2025

https://github.com/nheidloff/visual-recognition-tensorflow-openwhisk

Visual Recognition with TensorFlow and OpenWhisk

kubernetes openwhisk tensorflow

Last synced: 15 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