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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/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/prouast/video-sensor-processing

Import and processing of video sensor data for intake gesture recognition. Support for OREBA dataset.

intake-gesture-detection opencv oreba-dataset tensorflow tfrecord video

Last synced: 17 Aug 2025

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/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/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/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/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/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/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp tensorflow

Last synced: 09 May 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/omkarpattnaik8080/clothingclassification

"Developing a deep learning model for fashion classification, distinguishing clothing items with high accuracy, leveraging convolutional neural networks for image recognition and feature extraction."

cnn-keras data-science deep-learning machine-learning tensorflow

Last synced: 10 Feb 2026

https://github.com/d-roberts/lq-backprop

TensorFlow implementation of differentiable LQ matrix decomposition for all matrix orders.

autodiff computer-vision linear-algebra normalization orthogonality tensorflow

Last synced: 29 Apr 2026

https://github.com/srlozano/tfjs-posenetclassifier

This project is an AI-based sports application developed with the purpose of helping people to become better athletes. A computer vision architecture based on neural networks has been created so that, automatically, a user can know how well he or she is doing the exercises.

angular deep-learning pose-estimation posenet tensorflow

Last synced: 09 May 2026

https://github.com/bhattbhavesh91/apple-gpu-vs-nvidia-gpu-benchmarking

In this repository, we will do a benchmarking analysis by training a Tensorflow Deep Learning model on M2 MacBook Air and compare the training time with NVIDIA's Tesla T4 GPU on Google Colab.

apple-gpu apple-silicon benchmarking nvidia-gpu tensorflow

Last synced: 17 Apr 2026

https://github.com/cg1507/convnet-vis

ConvNet-Vis helps to visualize the Deep Convolutional Neural Networks with following methods.

convnet-zoo convolutional-neural-networks deconvolution deep-dream keras tensorboard tensorflow visualization-tools

Last synced: 03 May 2026

https://github.com/princejoogie/item-classifier-python

Item Classifier retraining code with Python

anaconda python tensorflow

Last synced: 25 Apr 2026

https://github.com/yousifj129/neuralnetworkcreator

Create Sequential Neural Networks Using a GUI program

good-first-issue gui pyside6 python qt tensorflow

Last synced: 04 Mar 2026

https://github.com/camara94/object-localization-tensorflow

Welcome to this 2 hour long guided project on creating and training an Object Localization model with TensorFlow. In this guided project, we are going to use TensorFlow's Keras API to create a convolutional neural network which will be trained to classify as well as localize emojis in images. Localization, in this context, means the position of the emojis in the images. This means that the network will have one input and two outputs. Think of this task as a simpler version of Object Detection. In Object Detection, we might have multiple objects in the input images, and an object detection model predicts the classes as well as bounding boxes for all of those objects. In Object Localization, we are working with the assumption that there is just one object in any given image, and our CNN model will classify and localize that object. Please note that you will need prior programming experience in Python. You will also need familiarity with TensorFlow. This is a practical, hands on guided project for learners who already have theoretical understanding of Neural Networks, Convolutional Neural Networks, and optimization algorithms like Gradient Descent but want to understand how to use use TensorFlow to solve computer vision tasks like Object Localization.

cnn-keras deep-learning machine-learning machine-learning-algorithms tensorflow

Last synced: 30 Apr 2026

https://github.com/saradindusengupta/email_spam_filter

This model mainly uses deep neural network to train and classify between spam and ham messages and compare them with SVM and random forest.

deep-learning keras-neural-networks python-3-5 sklearn tensorflow

Last synced: 04 Apr 2026

https://github.com/novasush/tensorboard-with-fashion-mnist

Training a convolutional neural network to classify images of the Fashion MNIST dataset and use TensorBoard to explore how it's confusion matrix evolves over time.

confusion-matrix confusionmatrix tensor tensorbo tensorflow tensorflow-experiments

Last synced: 01 Mar 2026

https://github.com/offbit-ai/litert

Rust bindings for LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via efficient conversion, runtime, and optimization

genai litert litert-lm ml tensorflow

Last synced: 22 Jun 2026

https://github.com/wjayesh/ffdnet

Implementation of FFDNet as described in the paper FFDNet: Towrd a Fast and Flexile Solution for CNN based Image Denoising, in Python using Tensorflow.

machine-learning tensorflow

Last synced: 28 Apr 2026

https://github.com/msokoloff1/asynchronous-advantage-actor-critic

Algorithm for learning how to perform tasks with only pixels and rewards as the agents understanding of the environment. The agent can learn how to play various atari games.

a3c atari-games reinforcement-learning tensorflow

Last synced: 08 May 2026

https://github.com/lyokone/tensorflow-gpu-mac

GPU builds of TensorFlow 1.2+ for Mac

gpu-tensorflow macos tensorflow

Last synced: 12 May 2026

https://github.com/dev-khant/encoder-decoder

Simple Encoder Decoder Network

encoder-decoder nlp tensorflow

Last synced: 01 May 2026

https://github.com/pythonnut/apptainer-jax

Apptainer "kitchen sink" ML environment using Poetry

apptainer jax poetry-python pytorch tensorflow

Last synced: 13 May 2026

https://github.com/justanhduc/fucos-tensorflow

an implementation of fucos on tensorflow

deep-learning machine-learning python3 tensorflow

Last synced: 01 May 2026

https://github.com/srlozano/mame_dl

Museum Art Mediums (MAMe) image classification task solved by Convolutional Neural Networks at Universitat Politècnica de Catalunya · BarcelonaTech

convolutional-neural-networks deep-learning keras python tensorflow

Last synced: 05 May 2026

https://github.com/rohan-paul/image_segmentation-for-intestine-cancer-tensorflow-uw-madison-kaggle-competition

Code for The UW Madison Kaggle Competition - Segmenting intestine and stomach for Cancer patients with TensorFlow

deep-learning image-segmentation kaggle kaggle-competition tensorflow tensorflow-tutorials tensorflow2 unet youtube

Last synced: 12 Feb 2026

https://github.com/zxypro1/magicfight

MagicFight! A tiny-ML game project based on Arduino Nano 33 BLE Sense and Unity.

arduino deep-learning motion-detection sound-detection tensorflow tensorflow-lite tflite tflite-models unity

Last synced: 17 Apr 2026

https://github.com/fractalego/mixture-of-softmaxes

Short experiments on the Mixture of Softmax technique

ensemble-model mixture-of-context mixture-of-softmax rnn tensorflow

Last synced: 17 Apr 2026

https://github.com/takuseno/a3c

A3C implementation with TensorFlow

reinforcement-learning tensorflow

Last synced: 05 May 2026

https://github.com/murufeng/deep_learning_tensorflow

简单的tensorflow框架知识,softmax分类器,手写数字识别,线性回归,验证码生成与识别

deep-learning tensorflow

Last synced: 26 Apr 2026

https://github.com/mugisha-pascal/machine-learning

A variety of projects expressing my full journey in machine learning and deep learning using python and jupyter notebook for documentation

joblib machine-learning matplotlib pandas sklearn tensorflow

Last synced: 12 Feb 2026

https://github.com/prasundas99/real-time-face-detection

Real Time Face and Emotion Detector using Face api js

face-api-js face-recognition tensorflow

Last synced: 27 Apr 2026

https://github.com/sayakpaul/gan-hacks

Contains my experimentations with the popular GAN architectures and training methods.

gans generative-modeling tensorflow

Last synced: 27 Apr 2026

https://github.com/matthew-z/cs224n-2017spring

Assignments of CS224n

cs224n tensorflow

Last synced: 30 Apr 2026

https://github.com/abhiramdodda/farmeasev2

Website powered with ML and DL models to enhance features for farmers.

flask flask-sqlalchemy tensorflow

Last synced: 15 Jan 2026

https://github.com/arindam-modak/gest.ly

A new way of controlling your browser by using gestures to do simple tasks like opening/ closing tabs, reloading, playing/ pausing videos.

gesture-recognizer keras machine-learning opencv-python python3 tensorflow

Last synced: 31 Jul 2025

https://github.com/r13i/painting-with-neural-net

Project to train a neural network to paint using TensorFlow.

jupyter-notebook machine-learning neural-networks numpy python tensorflow

Last synced: 11 Apr 2026

https://github.com/andrewliao11/vae-tensorflow

Tensorflow implementation of VAE(variational autoencoder)

tensorflow unsupervised vae

Last synced: 08 Apr 2026

https://github.com/sanikamal/gan-diffusion-atoz

Generative Adversarial Networks in Pytorch and Tensorflow

deep-learning gan generative-model pytorch rbm tensorflow unsupervised-machine-learning vae

Last synced: 23 Feb 2026

https://github.com/HeathSun/MediQA-Model

2022 May-Aug, NLP Summer Research Assistant at CS & AI Lab, UNNC. Explored the feasibility of Bert-like models for machine reading comprehension of small text in medical areas.

deep-learning natural-language-processing pytorch tensorflow

Last synced: 31 Oct 2025

https://github.com/mark-mdo47/cartoonify

NVIDIA Jetson Nano implementation of Dan MacNish's brilliant "Draw This" camera

c camera danmacnish jetson-nano nvidia python pytorch tensorflow

Last synced: 12 Apr 2026

https://github.com/acheshkov/dcn-tensorflow

Attempt to reproduce results of Dynamic Coattention Network (DCN)

dcn-model jupyter-notebook russian tensorflow

Last synced: 07 May 2025

https://github.com/hasnainroopawalla/image-captioning-scene-descriptor

A CNN-LSTM model to generate a sentence/caption that describes the contents/scene of an image.

bleu-score deep-learning flask flickr flutter image-captioning inceptionv3 keras lstm python rnn tensorflow

Last synced: 30 Oct 2025

https://github.com/mohammed-rampurawala/tensorflow_linear_classifcation

Linear classification problem with tensorflow (Using LNNClassifier and DNNClassifier)

dnn linear-classification lnn-classifier python python3 tensorflow

Last synced: 15 Mar 2025

https://github.com/tootouch/u-net_segmentation_with_tensorboard

This project implements the U-Net architecture used in image segmentation and visualizes the learning process using Tensorboard.

deep-learning image-segmentation keras python tensorboard tensorflow unet-segmentation

Last synced: 09 Apr 2026

https://github.com/toelt-llc/course-tensorflow-roadshow-milano

This repository contains the material for the TensorFlow Roadshow in Milano on the 6th Feb. 2020

deep-learning edge-computing talk teaching tensorflow

Last synced: 18 Aug 2025

https://github.com/real-veersandhu/cifar-image-classification

🧠 A trained CNN used to classify images in a general database

cnn-classification deep-learning tensorflow

Last synced: 16 May 2026

https://github.com/nuyoahwjl/cats_vs_dogs

基于卷积神经网络(CNN)的猫狗分类系统

cnn tensorflow

Last synced: 31 Mar 2025

https://github.com/mohammadhprp/k9-vision

A deep learning project leveraging TensorFlow and transfer learning to classify various dog breeds from images.

ai deep-learning tensorflow

Last synced: 18 May 2026

https://github.com/seanchas116/tensorflow-lite-cpp-builds

[WIP] TensorFlow Lite C++ builds for several platforms

cpp tensorflow tensorflow-lite tflite

Last synced: 29 Jun 2025

https://github.com/chocolateloverraj/raise-hand-ai

Uses Tensorflow to detect if a person is raising their hand

ai hand navigation pointer pose raise rust tensorflow tensorflowjs wasm

Last synced: 07 Oct 2025

https://github.com/tentone/semeionnet

A set of machine learning experiments with the semeion and MNIST handwritten digit dataset using tensorflow

mnist semeion tensorflow

Last synced: 10 Apr 2025

https://github.com/aribornstein/keras-3d-image-classification

Based on the Keras 3D Image Classification from CT Scans by Hasib Zunair from the Keras IO examples repo

3dimageclassification gridai keras tensorboard tensorflow

Last synced: 11 May 2026

https://github.com/simsso/ml-playground

Machine learning experiments

cnn deep-learning machine-learning tensorflow

Last synced: 24 Apr 2025

https://github.com/guocuimi/minitf

Simplified version of Tensorflow for learning purposes.

autodiff backpropagation deep-learning gradients neural-networks numpy python tensorflow

Last synced: 23 Feb 2026

https://github.com/tallamjr/iit-madras-dlcv

Material for IIT Madras Deep Learning for Computer Vision

computer-vision deep-learning pytorch tensorflow

Last synced: 01 Aug 2025

https://github.com/marcometer/wine-classification-course

Using a multi-layer perceptron and the kNN Algorithm to classify wine to be red or white wine.

classification keras knn neural-network pandas python scipy tensorflow

Last synced: 10 Apr 2026

https://github.com/hishamalyahya/popgen

Melody and chord progression generation using TransformerXL

deep-learning machine-learning music music-generation pop-music tensorflow

Last synced: 18 May 2026

https://github.com/aqafridi/zombieskillgame

Zombies killing Game is using advanced computer Vision techniques and with Radar for Measuring accurate distance. Bytime It's Private due to some ...........

aqflow computer-vision cplusplus python pytorch ros tensorflow

Last synced: 09 Apr 2026

https://github.com/davidyslu/NumberPlateRecognition

Recognize the number plate using TensorFlow in Python

cnn-model python recognition tensorflow

Last synced: 29 Aug 2025

https://github.com/vidursatija/rhymenet

A Neural Network model to generate rap songs using LSTMs

generator lstm music neural-network python rnn tensorflow

Last synced: 18 May 2026

https://github.com/hotdogcookie20/yingyanai

鹰眼 AI 是一个先进的计算机视觉平台，利用深度学习技术提供精确且高效的视觉智能解决方案。本系统致力于为各类视觉分析任务提供专业可靠的技术支持。一款革命性的计算机视觉系统，采用尖端人工智能技术，将图像分析提升至新高度。基于谷歌高效轻量级 MobileNetV2 架构，实现快速精准的视觉智能化。

artifi china chinese computer-vision ctkqiang image-classification machine-learning mobilenetv2 neural-network nsfw-detection nsfw-recognition python tensorflow transfer-learning

Last synced: 05 Apr 2025

https://github.com/faris771/handwritten_charactar_recognition

This project implements a Convolutional Neural Network (CNN) to classify handwritten Arabic characters with high accuracy. The model is trained on various tasks and showcases strong performance across diverse classification challenges.

ai cnn-classification image-processing tensorflow

Last synced: 18 Aug 2025

https://github.com/rodrigorvsn/tony-stark

📚 Screen controlled with gestures by JS Expert week from Erick Wendel

javascript tensorflow workers

Last synced: 29 Apr 2026

https://github.com/darshangowda0/musicalinstrumentsclassification

Identification of predominant musical instrument in a 3s audio excerpt.

audio-processing autoencoders cnn computer-vision machine-learning pca svm-classifier tensorflow

Last synced: 13 Apr 2026

https://github.com/tawssie/zmpy3d_tf

Python implementation of 3D Zernike moments with Tensorflow

3d-zernike gpu protein-structure python structural-bioinformatics superposition tensorflow zernike-moments

Last synced: 15 Apr 2025

https://github.com/nannigalaxy/face-recognition-api

API returns face feature vector as a response. This API uses deep learning to generate face embedding 128 dimension vector using Keras on top of TensorFlow. Implementation is "FaceNet: A Unified Embedding for Face Recognition and Clustering". Inception-ResNet-v2 model.

api deep-learning face-embedding face-recognition facenet flask json keras python tensorflow

Last synced: 11 Apr 2026

https://github.com/rcmalli/polimi-dl-project

Polimi Deep Learning PHD Course 2018 Project

deeplearning depth-estimation keras tensorflow

Last synced: 10 Apr 2026

https://github.com/njzjz/kconmd

Molecular dynamics (MD) simulations supported by k-Bags Convolutional Neural Network (kcon).

chemistry convolutional-neural-network deep-learning molecular-dynamics python3 tensorflow

Last synced: 21 Mar 2025

https://github.com/bigmb/chatbot

ChatBot using Recuurent Neural networks and Cornell Corpus dataset (TensorFlow)

chatbot cornell-corpus-dataset rnn-encoder-decoder tensorflow

Last synced: 09 Apr 2025

https://github.com/mayurjadhav2002/potato-disease-classification-app

Potato Disease Classification Using CNN and Tensorflow

cnn jupyter-notebook python tensorflow

Last synced: 13 Apr 2026

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 Awesome-TensorFlow-Chinese 107 awesome-tensorflow-lite 110 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 268 Research 263 Research Papers 223 Uncategorized 202 文本数据和NLP 190 Projects 189 1.) Neural Architecture Search 186 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 101 超参数优化和AutoML 100 Model Deployment library 99 Papers & Codes 89 Posts and Articles 87