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/notshrirang/indian-sign-language-classification-using-transfer-learning

Indian Sign Language A-Z alphabets classification with Custom CNN and Resnet50

cnn indian-sign-language-recognition resnet-50 tensorflow transfer-learning

Last synced: 04 Sep 2025

https://github.com/taehooie/cgodme

This is an experiment version of calibrating origin-destination matrix estimation using link traffic counts

automatic-differentiation computational-graphs origin-destination-estimation tensorflow

Last synced: 08 Sep 2025

https://github.com/aseem09/super-resolution-cnn

Deep CNN based implementation of Super-Resolution

cnn deep-learning keras super-resolution tensorflow

Last synced: 07 May 2026

https://github.com/fpaskali/trus-segmentation

Python workflow for automatic prostate segmentation in transrectal ultrasound 3d images by using deep learning v-net model.

3d deep-learning image-processing keras python segmentation tensorflow

Last synced: 20 Apr 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/takuseno/ddpg

Deep Deterministic Policy Gradient implementation with TensorFlow

reinforcement-learning tensorflow

Last synced: 20 Apr 2026

https://github.com/lucadellalib/tensor-field-networks

TensorFlow implementation of Tensor Field Networks. Developed and tested on Ubuntu 18.04 LTS

classification computer-vision deep-learning point-cloud rotation-equivariance tensor-field-networks tensorflow

Last synced: 25 Feb 2026

https://github.com/aryanjain28/super-resolution

Super Resolution using EDSR. Enhanced Deep Residual Networks for Single Image Super-Resolution (EDSR) model trained to convert a Low-Resolution image to a Super-Resolution image.

data-science edsr gans generative-adversarial-network machine-learning srgan super-resolution tensorflow wdsr

Last synced: 29 Apr 2026

https://github.com/nishantksingh0/generative-language-model

Trained Decoder only model on large BookCorpus Dataset. First time!

attention-mechanism book-corpus numpy os pandas sentencepiece tensorflow transformer-architecture

Last synced: 05 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/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/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/timofurrer/hslu-pren-digit-cnn

Convolutional Neural Network to recognize digits used in the PREN class @ HSLU

cnn digit-recognition hslu keras machine-learning pren tensorflow

Last synced: 15 Apr 2026

https://github.com/takuseno/a3c

A3C implementation with TensorFlow

reinforcement-learning tensorflow

Last synced: 05 May 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/wangjiezhe/gentoo-local

Gentoo repository for pytorch and tensorflow

ebuild ebuild-repository gentoo gentoo-overlay linux portage pytorch tensorflow

Last synced: 04 Apr 2026

https://github.com/mmerlyn/asl-translator

Empowering the deaf and speech-impaired with a real-time ASL translator that converts hand gestures into English text using deep learning and computer vision.

assistive-technology computer-vision deep-learning jupyter-notebook opencv python tensorflow

Last synced: 08 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/davidedc/the-strangest-things-in-your-pics

finding strange objects in your pictures using Inception3 deep convolution neural network by Google

deep-convolutional-networks deep-learning deeplearning inception machine-learning tensorflow

Last synced: 03 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/nikhilroxtomar/mean-iou-in-numpy-tensorflow

A function for calculating mean iou, which can be used as a keras metrics.

iou-calculation semantic-segmentation tensorflow

Last synced: 29 Apr 2026

https://github.com/supercoderhawk/deeplearning_tutorials

深度学习入门与进阶-代码与笔记

deep-learning deep-learning-tutorial tensorflow

Last synced: 25 Apr 2026

https://github.com/raviqqe/tensorflow-extenteten

TensorFlow extension library

deep-learning python tensorflow

Last synced: 14 Feb 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/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/nikhil25803/foodvision

FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).

cnn deeplearning keras multiclass-classification python python3 tensorflow tkinter

Last synced: 09 May 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/kozistr/gan_demo

GAN image generator with django (backend)

cgan django gan python tensorflow

Last synced: 09 May 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/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/avik-pal/ml_dl_assignments

Machine Learning And Deep Learning Basics covered by working on Commonplace Datasets

machine-learning neural-networks python3 tensorflow

Last synced: 04 May 2026

https://github.com/alakise/heart-disease

This study is the source code of the project named "Building a Supportive Artificial Neural Network Model in the Diagnosis of Heart Disease" presented at the 2021 Marmara University Student Congress. Check dataset on Kaggle or UCI.edu.

heart keras tensorflow

Last synced: 10 May 2026

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

Assignments of CS224n

cs224n tensorflow

Last synced: 30 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/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/starling-lab/rrbm-tensorflow

TensorFlow implementation of "Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach"

bolzmann-machines machine-learning-algorithms tensorflow

Last synced: 30 Apr 2026

https://github.com/sleepingcat4/conv-mapping

Extracting information (feature Map) fromm Conv layers and analysing their characteristics

convolutional-neural-networks feature-mapping inceptionv3 tensorflow

Last synced: 27 Apr 2026

https://github.com/dfsp-spirit/meshlearn

AI model to predict computationally expensive vertex-wise descriptors like the local gyrification index from the mesh structure.

ai brain deep-learning gradient-boosting machine-learning mesh ml mri neuroimaging per-vertex python tensorflow triangular-mesh

Last synced: 30 Apr 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/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/kartik4949/detectia

A highly flexible, scalable object detection library based on YOLO and SSD like architecture in TensorFlow.

deeplearning machinelearning objectdetection python tensorflow

Last synced: 03 May 2026

https://github.com/parth1899/artha-yukti

A deep learning platform that combines FinBERT-based sentiment analysis with LSTM-driven stock forecasting, delivering real-time, API-powered financial insights with confidence scoring.

finbert flask lstm-neural-networks react tensorflow

Last synced: 27 Apr 2026

https://github.com/shervinnd/cnn-model-for-mnist

This project implements a Convolutional Neural Network (CNN) trained on the MNIST dataset for handwritten digit recognition. The model achieves 100% accuracy on the test set, demonstrating its effectiveness in classifying digits with high precision.

cnn cnn-classification cnn-keras deep-learning deep-neural-networks iimageprocessing machine-learning mnist mnist-classification nuralnetwork tensorflow

Last synced: 17 Apr 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/sbatururimi/transfer-learning-alexnet-feature-extraction

A case study of Transfer Learning using AlexNet to classify traffic sign images

alexnet deep-learning tensorflow traffic-sign-classification transfer-learning

Last synced: 17 Apr 2026

https://github.com/efe-eroglu/hisse_fiyat_tahmini

Predicts the closing prices of stocks on the Istanbul Stock Exchange. Identify correlated and inversely correlated stocks

graph indicators lstm stock-price-prediction tensorflow

Last synced: 28 Apr 2026

https://github.com/lambda-science/myoquant

MyoQuant🔬: a tool to automatically quantify pathological features in muscle fiber histology images. Demo version deployed at: https://lbgi.fr/MyoQuant

computer-vision deep-learning disease histology image medecine python pytorch quantification tensorflow

Last synced: 26 Sep 2025

https://github.com/yavuzkomecoglu/deepcon18_atolye_tensorflowjs

Yapay Zeka Konferansı (DeepCon'18) "Tensorflow.js ile Derin Öğrenme Web Uygulaması Geliştirme" Atölye Sunum ve Demo Kaynak Kodları

deepcon18 deeplearning javascript tensorflow tensorflowjs yapay-zeka

Last synced: 22 Apr 2026

https://github.com/prouast/ctc-beam-search-op

Custom tensorflow op for ctc beam search that keeps track of best alignment for each beam

ctc ctc-decode tensorflow

Last synced: 21 Apr 2026

https://github.com/duartegalvao/image-colorization-with-deep-learning

This is a project for the DD2424 - Deep Learning in Data Science course in KTH (Royal Institute of Technology).

deep-learning deep-neural-networks gan python python3 tensorflow tensorflow-models turing-test unet

Last synced: 18 May 2026

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/yurisizuku/easytflm

An easy cmake project for tflite-micro, aims to develope or debug tflm on multi platforms.

cmake esp32 tensorflow tflite tflite-micro tflm tinyml

Last synced: 18 Nov 2025

https://github.com/ahmedfgad/androidtflite

Running a deep convolutional neural network in Android using TensorFlow Lite

android java tensorflow tensorflow-lite

Last synced: 23 Apr 2025

https://github.com/jay-johnson/antinex-utils

Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow

ai-security anti-nex artificial-intelligence keras tensorflow

Last synced: 14 Apr 2025

https://github.com/ys-sudo/hair-color-landing

Testowanie farb do włosów online w przeglądarce. Testing of hair paint color online in the browser.

nodejs opencv python reactjs tensorflow

Last synced: 09 Apr 2026

https://github.com/taublast/appomobi.maui.tensorflow.lite

.NET MAUI Android bindings for Google's TensorFlow Lite with GPU support

android maui tensorflow tensorflow-lite

Last synced: 22 Jul 2025

https://github.com/shervinnd/bitcoin-price-prediction-ml-dl

Predict Bitcoin prices with ML & DL models! 📈 Uses Ridge, Lasso, Random Forest, MLP, RNN & LSTM with hyperparameter tuning. 📊 Visualizes predictions & ROC curves. 🚀 Fetch data via yfinance, evaluate with MSE/R2. Perfect for crypto enthusiasts! 💸

cryptocurrency data-science data-visualization decision-tree deep-learning financial-modeling machine-learning neural-networks predictive-analytics price-prediction python random-forest regression rnn scikit-learn simple-rnn tensorflow time-series yfinance

Last synced: 15 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/madeyoga/mnist

Train digit recognition model using Tensorflow and Keras with MNIST dataset

computer-vision digit-recognition handwritten-digit-recognition keras mnist tensorflow

Last synced: 07 May 2026

https://github.com/divyansharma001/pranapulse

An AI-powered web app, provides expert guidance, and real-time feedback to help users achieve their wellness goals.

expressjs framer-motion groq nodejs postgresql reactjs tailwindcss teachable-machine tensorflow

Last synced: 14 May 2025

https://github.com/cactuswhiskey/tensor-evolution

Evolutionary algorithm for neural network structure

deap evolutionary-algorithm machine-learning neural-network tensorflow

Last synced: 23 Apr 2025

https://github.com/turgut090/cirq

R interface to Cirq - quantum circuits, computers, and simulators.

circuit cirq hardware keras quantum quantum-circuit quantum-computers quantum-computing qubits r simulators tensorflow

Last synced: 07 May 2026

https://github.com/shivamgupta92/signlang_action_recognition

This project utilizes action recognition and deep learning with OpenCV, MediaPipe, and Inception_ResNet for real-time sign language detection. This tool empowers users to interpret diverse sign gestures accurately, fostering inclusivity

cnn-keras deep-neural-networks keras nlp python3 resnet-50 tensorflow

Last synced: 18 Sep 2025

https://github.com/pixelcaliber/medsearch

Vector Search Application for Image Similarity Search, specifically designed for medical X-rays, leveraging ResNet50, Chest-XRay dataset and Milvus vector database

image-processing imagenet-classifier machine-learning milvus postgresql python3 resnet-50 tensorflow vector-database vector-search

Last synced: 24 Sep 2025

https://github.com/soumik12345/gpt

A minimal implementation of Generative Pre-Training or GPT

deep-learning gpt-2 keras nlp openai tensorflow

Last synced: 15 Apr 2025

https://github.com/tensorlayer/tlxnlp

A Platform-agnostic Natural Language Processing Application Library

mindspore nlp paddlepaddle pytorch tensorflow tensorlayer tensorlayerx

Last synced: 07 Feb 2026

https://github.com/longbinchen/mlpipe

machine learning management tool

automation django kaggle machinelearning python tensorflow

Last synced: 19 Aug 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/alvesmarcos/research-thesis

A minimalist Automated Machine Learning tool to optimize dynamic vocabularies for translation models :snake: :gem:

automation conda machine-learning neural-network pipeline python tensorflow

Last synced: 20 Nov 2025

https://github.com/Celine-Hsieh/Hand_Gesture_Training--yolov4

Recognize the gestures' features using the YOLOv4 algorithm

deep-learning tensorflow yolov4

Last synced: 20 Apr 2025

https://github.com/iterait/emloop-tensorflow

TensorFlow plugin for emloop. https://tensorflow.emloop.org/

machine-learning tensorflow

Last synced: 08 May 2025

https://github.com/mrfoxak/evaluate-lip-reading-using-deep-learning-techniques.

This paper explores Silent Sound Technology, focusing on its potential to enhance communication in noisy environments through lip-reading and deep learning, with applications in hearing aids and security.

bi-lstm cnn cuda deep-learning image-processing lstm machine-learning mathematics neural-networks ovencv python research-paper sklearn tensorflow

Last synced: 03 Sep 2025

https://github.com/wdbm/ml_draft_material

machine learning introduction, featuring Python, TensorFlow, Keras, examples... and love

convolutional-neural-networks keras lstm-neural-networks machine-learning tensorflow tensorflow-tutorials

Last synced: 22 Feb 2026

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