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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/0xnan/carbonaraextractor

Product specifications extractor driven by a DOM Classifier.

camera dom extractor keras neural-network scraping tensorflow

Last synced: 25 Apr 2025

https://github.com/gyanendrokh/transliteration

A Transformer model for Meitei Mayek transliteration.

manipuri meitei-mayek meiteimayek tensorflow transformer translation transliteration

Last synced: 09 Apr 2025

https://github.com/kuromadara/live-depth-prediction-using-tfjs

Explore the fascinating world of depth perception with this cutting-edge web application! Using the power of TensorFlow.js and the MiDaS (Monocular Depth Estimation) model converted to TensorFlow Lite format, this project brings real-time depth prediction right to your browser.

ai depth-camera depth-estimation depth-mapping midas tensorflow tensorflow-lite tensorflowjs

Last synced: 08 Oct 2025

https://github.com/thecoderpinar/plant-health-monitoring

🌱 This project aims to automate plant health monitoring using computer vision and deep learning. It focuses on accurate disease detection and classification in plants through rigorous data preprocessing and robust model selection.

agriculture artificial-intelligence cnn cnn-model computer-vision deep-learning github keras machine-learning open-source opencv plant-health tensorflow

Last synced: 16 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/ggmorello/fl_gan

Generative Adversarial Network training using Federated Learning

federated-learning generative-adversarial-network machine-learning mnist tensorflow

Last synced: 24 Apr 2026

https://github.com/djb15/deblurring

Huawei number plate image deblurring competition entry

deeplearning keras machine-learning python tensorflow

Last synced: 14 Jun 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/shaheennabi/production-ready-leaflogic-multi-ai-agents-project

🍃🌱 Business or Production ready automated one-click. An AI-driven system designed to identify 100+ plants and crops while providing enriched details sourced from the web by using Multi-AI Agents. Ideal for industry use, this scalable project showcases power of object detection & Multi-AI Agents tech for real-world applications. 🍃🌍 🚀�

amazon-web-services api cloud computer-vision deployed information-retrieval internship-project leaflogic modular-code plant-recognition production-ready pytorch scalable tensorflow web-scraping

Last synced: 16 Oct 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/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/sbcd90/machine-learning-rest-server

This project implements a common rest server which can serve tensorflow-serving & xgboost models.

machine-learning proxygen rest serving tensorflow xgboost

Last synced: 13 Jun 2025

https://github.com/xx205/voxsrc2020_speaker_verification

This project partially embodies the state-of-the-art practices in speaker verification technology up until 2020, while attaining the state-of-the-art performance on the VoxCeleb1 test sets.

deep-learning dpn res2net speaker-embedding speaker-verification tdnn tensorflow voxceleb voxceleb1 voxceleb2 voxsrc

Last synced: 29 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/antz22/visionary

Visionary is a revolutionary mobile app that assists the visually impaired in interacting with the world. (2nd Place Overall MEGA Hack)

accessibility computer-vision flask flutter inclusivity keras machine-learning object-detection python tensorflow

Last synced: 13 Apr 2026

https://github.com/ksalama/tf-textanalysis-gcp

Shows how to perform text preprocessing using BigQuery, tf.hub, tf.transform, and Dataflow to perform Text Similarity Analysis

embeddings machine-learning tensorflow text-analysis

Last synced: 29 Jul 2025

https://github.com/barqawiz/ai-nanodegree-term2

Python code for AI Nanodegree Term2 Projects (Keras+Tensorflow)

ai aind2-nlp-capstone aind2-rnn dog-project keras tensorflow udacity

Last synced: 05 Jul 2025

https://github.com/hbseong97/tf-c-api

Using tensorflow c api, c++ api, tf lite, tf js, model conversion in Windows

bazel checkpoint cuda cudnn tensorflow

Last synced: 09 Apr 2025

https://github.com/coac/tf-detection-example

A simple example to how to use Tensorflow detection API on a custom dataset (SSBU)

deep-learning detection smash-bros ssbu tensorflow tutorial

Last synced: 28 Apr 2026

https://github.com/iamakashrout/knee-osteoarthritis-classification

Detection and Classification of Knee Osteoarthritis using Deep Learning Techniques

cnn computer-vision flask streamlit tensorflow

Last synced: 09 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/peterqiu0516/mit-ml-autonomous-vehicle-workshop

An workshop on application of computer vision and machine learning to self-driving cars based on Python and ROS held at MIT.

cnn-classifier computer-vision opencv pid raspberry-pi ros self-driving-cars sklearn svm-classifier tensorflow

Last synced: 12 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/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/crispengari/cv-tensorflow

✔ tis repository contains a list of computer vision notebooks for projects using TensorFlow x2 and python language.

artificial-intelligence challanges computer-vision image-classification keras machine-learning nueral-networks python tensorflow

Last synced: 12 Apr 2026

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

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

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

Last synced: 21 Jan 2026

https://github.com/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/rid17pawar/imageclassificationapp

This is an Image Classification App developed in Android Studio using Kotlin language. It uses a pre-trained TensorFlow Lite model to classify different images.

ai android image kotl mobilenet tensorflow tensorflowli

Last synced: 08 Aug 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/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/bhattbhavesh91/tf-js-example-2

About In this tutorial, I'll show you how you can train a Deep Neural Network in the browser using TensorFlow.js

tensorflow tensorflow-js tfjs tfjs-converter tfjs-tutorials

Last synced: 05 Jun 2026

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/hourout/image_search

Image search with tensorflow2.0.0

image-search tensorflow

Last synced: 16 Apr 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/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/storopoli/solving-captchas

Tensorflow Keras CNN to solve Captchas

captcha computer-vision keras keras-tensorflow tensorflow

Last synced: 11 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/marekpokropinski/beautygan-tensorflow

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

deep-learning generative-adversarial-network tensorflow

Last synced: 09 Mar 2026

https://github.com/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/shaswata56/facial_expression_recognition

Facial Expression Recognition in Keras using a CNN.

expression facial flask keras realtime recognition tensorflow

Last synced: 30 Apr 2026

https://github.com/vijaydwivedi75/custom-mask-rcnn_tf

Using Custom Mask RCNN with TensorFlow Object Detection API to predict instances (masks) of targets in an image

instance-segmentation mask-rcnn object-detection tensorflow

Last synced: 28 Apr 2025

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/serre-lab/meta-predictor

🔮 Meta-predictor Explainability Benchmark

explainable-ai interpretability machine-learning pytorch tensorflow xai

Last synced: 27 Apr 2025

https://github.com/mohamedsebaie/distracted-driver-detection-project-technocolabs

This project focuses on driver distraction activities detection via images, which is useful for vehicle accident precaution. We aim to build a high-accuracy classifiers to distinguish whether drivers is driving safely or experiencing a type of distraction activity. https://pypi.org/project/Distracted-Driver-Detection/

azure deployment docker-compose docker-image dockerfile heroku-deployment html-css-javascript keras package python pytorch pytorch-cnn pytorch-implementation resnet-18 tensorflow tflite-models

Last synced: 12 Apr 2026

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/ahmetaksungur/object-detection-with-tensorflow

Object detection model that aims to localize and identify multiple objects in a single image.

ai javascript object-detection tensorflow

Last synced: 28 Apr 2026

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/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/ayyucedemirbas/tree_species_classification

Tree species classification with ResNet50

classification resnet50 tensorflow

Last synced: 11 May 2026

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/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/fnproject/cloudevents-demo

Image processing application demo with CloudEvents and TensorFlow

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

Last synced: 04 May 2026

https://github.com/leemengtw/learnable_ai

以 PyTorch 實作，可供學習 AI 的各式深度學習應用

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

Last synced: 08 Oct 2025

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/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/vvmnnnkv/s4tf-fast-style-transfer

Fast style transfer model in Swift for TensorFlow

deep-learning fast-style-transfer s4tf swift swiftpm tensorflow

Last synced: 14 Mar 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/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/iamdanialkamali/memotionanalysis

Meme Sentiment Analysis SemEval 2020 Task 9

keras multimodal-deep-learning tensorflow

Last synced: 10 May 2026

https://github.com/louishenrifranc/wgan

Wassertein GAN in Tensorflow

draw tensorflow tensorflow-models wgan

Last synced: 26 Mar 2025

https://github.com/bracciata/cornhacks2020

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

android googlemaps-api kotlin kotlin-android tensorflow

Last synced: 09 May 2026

https://github.com/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/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/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/gantman/rn_tf_lite

React Native Tensorflow Lite - Code and example

tensorflow tensorflow-lite

Last synced: 22 Jan 2026

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