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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/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/yashkant/enas-quantized-nets

Efficient Neural Architecture Search coupled with Quantized CNNs to search for resource efficient and accurate architectures.

automl enas keras neural-architecture-search quantized-neural-networks tensorflow

Last synced: 23 Apr 2025

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/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/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/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/joseprsm/gutenberg

🪶 GPT-3 based tool to generate short copy

fastapi gpt-3 tensorflow

Last synced: 11 Mar 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/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/pavanvaranasi02/virtual-air-writing-and-mouse

Introducing an innovative virtual air mouse system for seamless computer interaction. Users control devices with hand gestures, while advanced features include air writing, text-to-speech, and easy text saving. Our project enhances usability, efficiency, and the digital experience.

mediapipe opencv-python pyautogui python3 scikit-learn tensorflow

Last synced: 12 Apr 2025

https://github.com/dubvulture/tensor_fcn

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation

cnn convolutional-neural-networks fcn fully-convolutional-networks machine-learning tensorflow

Last synced: 07 Mar 2026

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/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/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/gantman/rn_tf_lite

React Native Tensorflow Lite - Code and example

tensorflow tensorflow-lite

Last synced: 22 Jan 2026

https://github.com/fengyh3/text-classification

Deep Learning for Text Classification in NLP

tensorflow text-classification

Last synced: 04 May 2026

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/mariogeiger/lensfinder-euclid

Binary classifier with convolutional neural network

astrophysics neural-network python-3 tensorflow

Last synced: 24 Aug 2025

https://github.com/jwillikers/detectionator

A Raspberry Pi camera for taking pictures using object detection.

camera computer-vision gps numpy object-detection opencv python raspberry-pi tensorflow tensorflow-lite

Last synced: 22 Jul 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/sanchitvj/kaggle-competitions

Code used to get into TOP 4% position in the leaderboard of Kaggle competitions.

computer-vision deep-learning image-classification kaggle-competition kaggle-dataset pytorch tensorflow

Last synced: 08 Aug 2025

https://github.com/ivanoskov/ml-fabpro

Код с лекций по ML & Data Science в СПбПУ

ai course ml pandas python study tensorflow university

Last synced: 07 Aug 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/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/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/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/toelt-llc/course-oreilly-london-ai

This repository contains the material for the CNN training given at the O'Reilly AI Conference in London in 2019.

deep-learning keras teaching tensorflow

Last synced: 02 Sep 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/psnappz/viserion377

AI Brain VISERION377 [In Development]

ai deeplearning tensorflow viserion377

Last synced: 16 Apr 2026

https://github.com/desenmeng/tens

Tens, written in Javascript and capable of running on top of TensorFlow.

tensorflow

Last synced: 03 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/hourout/image_search

Image search with tensorflow2.0.0

image-search tensorflow

Last synced: 16 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/maxpaynestory/pakistan-nic-detector-tensorflow

Python script with trained model to detect Pakistani National Identity Card from webcam using Tensorflow and OpenCV

computervision machine-learning object-detection opencv ssd-mobilenet tensorflow tensorflow-models

Last synced: 01 Aug 2025

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/chinaskidev/ml-prediccion-lluvia-brazil

MLOps, usando Docker,Airflow,tensorflow,streamlit

python3 scikit-learn streamlit tensorflow

Last synced: 22 Apr 2025

https://github.com/evanhalley/puppyteer-crawler

Crawls a website for pictures of big dogs, little dogs, red dogs, blue dogs, yellow dogs, green dogs, black dogs, and white dogs!

javascript nodejs puppeteer tensorflow

Last synced: 30 Jul 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/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/codeperfectplus/intel_image_classification

Intel Image classification using CustomDataLoader and Tensorflow training loop with cutsom model evalution function to understand what's going behind

classification convolutional-neural-networks deep-learning image-classification pytorch tensorflow

Last synced: 31 Aug 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/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/kazuhito00/hand-detection-3class-mobilenetv2-ssdlite

MobilenetV2-SSDLiteで訓練した手検出(Open/Close/Pointer)のモデルです。

hand-detection mobilenetv2-ssdlite object-detection opencv tensorflow

Last synced: 15 Jul 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/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/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/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/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/iamdanialkamali/memotionanalysis

Meme Sentiment Analysis SemEval 2020 Task 9

keras multimodal-deep-learning tensorflow

Last synced: 10 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/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/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/antonio-f/inception-v3

Fine-tuning InceptionV3 for flowers classification. From Coursera's Advanced Machine Learning - Intro to Deep Learning course. Trained using Google Colab.

102-category-flower-dataset deep-learning inception-v3 keras tensorflow tensorflow2

Last synced: 14 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/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/klus3kk/microsociety

An object-oriented project that represents the simulator of the society with dynamically changing events.

2d ai cpp deep-q-learning machine-learning oop python reinforcement-learning sfml simulation tensorflow

Last synced: 10 Apr 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/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/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/orderandch4os/analyse-audio-python

Scratch for experimenting with audio feature extraction.

audio-feature-extraction keras machine-learning tensorflow

Last synced: 24 Jul 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/akurgat/botnet-anomaly-detection

Using a MLP to identify botnets in network traffic

mlp-classifier pca-analysis pcap python seaborn tensorflow

Last synced: 13 Jul 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/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/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/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/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/1ambda/jupyter-playground

Jupyter Notebooks for Data Exploit 🙂

jupyter keras notebook tensorflow text-analysis

Last synced: 12 May 2025

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/muhammedbuyukkinaci/neural-style-transfer-with-tensorflow

Implementation of Neural Style Transfer algorithm with pre-trained VGG-16 Network & TensorFlow in Python 3.

artistic-style-transfer neural-style-transfer neural-style-transfer-tensorflow tensorflow vgg-16

Last synced: 17 Mar 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/bastiaanv/yolov2-tiny-tf-ncs

Yolov2-tiny Tensorflow implementation for Movidius Neural Compute Stick

ncsdk python3 tensorflow

Last synced: 21 Jul 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

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