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/jayfunc/Doc2Vec-Server

A Python server to be invoked doc2vec method, which uses TensorFlow and BERT model.

bert doc2vec python tensorflow

Last synced: 03 Oct 2025

https://github.com/mazleon/malaria_cell_classification_deep_learning

This repository for classifiying malria cells using various deep leaning framework like Pytorch and TensorFlow.

deep-learning keras machine-learning pytorch tensorflow

Last synced: 09 Apr 2026

https://github.com/datasagess/fic

NLP Hackaton \w NN + FastAPI + Docker

catboost cuda docker fastapi lstm python pytorch rapidfuzz tensorflow

Last synced: 08 Aug 2025

https://github.com/harmanveer-2546/diagnosis-of-pneumonia-by-cnn-classifier

The primary objective s to develop an accurate and efficient classification model capable of identifying pneumonia cases in patients based on chest X-ray images. Pneumonia is a prevalent and potentially life-threatening respiratory infection. Early detection plays a critical role in timely intervention and effective treatment.

binary-accuracy dropout flatten keras loadimg matplotlib maxpooling2d numpy python regularizers roc-curve seaborn sequential-models tensorflow vgg16

Last synced: 09 Apr 2026

https://github.com/zakirangwala/emotion-classifier

The model classifies seven emotions: Anger, Contempt, Disgust, Fear, Sadness, Happy, and Surprise, using an ensemble of pre-trained VGG16, ResNet50, and InceptionV3 models. For a demonstration, refer to app.py, which constructs a Gradio app and integrates with Spotify to offer playlists tailored to each detected emotion.

artificial-intelligence gradio jupyter-notebook keras opencv python tensorflow

Last synced: 30 Sep 2025

https://github.com/sudip-13/plant-disease-detection

Plant disease detection from leaf uses machine learning to identify diseases for early intervention

cloudinary css docker jwt-token keras matplotlib-pyplot mongodb nodejs numpy reactjs tensorflow tensorflow-serving

Last synced: 09 Apr 2026

https://github.com/alyssahusna44/poai-image-classification

An implementation of an AI model that classifies animal subspecies. The project involved data preparation, model training using ResNet50, DenseNet121, and MobileNetV3, and evaluation using metrics: accuracy and mAP. 🗂️

artificial-intelligence image-classification machine-learning model-training-and-evaluation neural-networks numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/zaibten/helmet-detection-using-machine-learning-deep-learning

This project focuses on a real-time Helmet Detection System to ensure road safety by identifying riders who are not wearing helmets. Integrated with a Flutter application, it provides an automated system for issuing challans (e-tickets) and capturing images of the rider and their number plate for record-keeping.

dataset flutter googlecolab jupyter-notebook machine-learning mobile-app model-training opencv python realtime-detection tensorflow yolov8

Last synced: 09 Apr 2026

https://github.com/L-Gre/TradeFX-AI

A Python-based project exploring algorithmic trading strategies, including backtesting, real-time data integration, and predictive modeling with TensorFlow and Keras. Key topics include technical indicators, risk management, and leveraging AWS and broker APIs for automated trading.

algorithmic-trading aws backtesting broker-api keras machine-learning matplotlib numpy pandas portfolio-optimisation python real-time-data-integration risk-management technical-indicators tensorflow

Last synced: 26 Sep 2025

https://github.com/zythedeveloper/sea-animals-classifier

The Sea Animals Classifier is a machine learning project designed to accurately classify different sea animals based on image data. Using deep learning techniques, such as Convolutional Neural Networks (CNNs) and transfer learning, this project aims to build a robust model capable of distinguishing between various marine species.

deep-learning deep-neural-networks densenet efficientnet flask machine-learning neural-networks resnet tensorflow

Last synced: 09 Apr 2026

https://github.com/santiagoasp98/tomato-disease-classification

Tomato disease classification using deep learning with TensorFlow, Keras and FastAPI.

deep-learning disease-prediction fastapi keras neural-network python tensorflow tomato

Last synced: 09 Apr 2026

https://github.com/haimanm3/aws-deepracer-autonomous-racing-model

Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

aws-infrastructure deep-learning deployment hyperparameter-tuning machine-learning ppo-algorithm python scalable tensorflow training

Last synced: 13 May 2026

https://github.com/tux-o-matic/banana

Keras/TensorFlow demo

keras object-detection opencv tensorflow

Last synced: 09 Apr 2026

https://github.com/bhaskrr/megazine-subscription-sentiment-analyzer

This is the repository for the files required to host the developed model for sentiment analysis of amazon megazine subscriptions data

deep-learning natural-language-processing sentiment-analysis streamlit tensorflow

Last synced: 03 Jan 2026

https://github.com/puravparab/whatanimal

Machine learning web application that classifies animal images using CNNs

deep-learning django machine-learning python react tensorflow

Last synced: 09 Apr 2026

https://github.com/gabrielfalanga/pln-usp

Notebooks do curso Processamento Neural de Linguagem Natural em Português I - USP | Coursera

machine-learning natural-language-processing neural-networks tensorflow

Last synced: 27 Feb 2026

https://github.com/ricardorobledo/dl_for_computer_vision

Personal journey and practical implementations inspired by Computer Vision with Deep Learning materials from Machine Learning Mastery. Focused on image preprocessing, CNNs, transfer learning, classification, object detection, and face recognition to apply computer vision techniques to real-world problems.

classification face-recognition object-detection python3 tensorflow yolo

Last synced: 06 May 2026

https://github.com/lkuich/coach-unity

Unity SDK for Coach

machine-learning ml tensorflow unity

Last synced: 02 May 2026

https://github.com/muavia1/roman-urdu-poetry-generation-using-lstm

Here’s a short description you can add to your GitHub project: Roman Urdu Poetry Generator A deep learning project using LSTM and TensorFlow to generate Roman Urdu poetry. Trained on a poetry dataset and deployed with a Gradio interface for interactive text generation.

deep-learning gradio gradio-interface lstm model-training numpy pandas poetry-generator python tensorflow

Last synced: 09 Apr 2026

https://github.com/ficaan/ml-dl-projects

A collection of Machine Learning and Deep Learning projects implemented with frameworks including PyTorch, TensorFlow and scikit-learn.

deep-learning deep-learning-projects machine-learning machine-learning-projects pytorch scikit-learn tensorflow

Last synced: 27 Oct 2025

https://github.com/wamuir/freebsd-port-libtensorflow

TensorFlow C API (libtensorflow) ported to FreeBSD

freebsd freebsd-ports libtensorflow tensorflow

Last synced: 28 Jul 2025

https://github.com/abhisek-13/sentiment-analyzer

The Sentiment Analysis Model is a TensorFlow-based project that predicts text sentiment. Trained on Twitter data, it can be customized with other datasets for personalized sentiment predictions. The repository includes a single Jupyter Notebook with complete code for preprocessing, model training, and prediction.

data-engineering deep-learning kaggle keras nlp preprocessing python tensorflow

Last synced: 09 Apr 2026

https://github.com/allanotieno254/loan-approval-prediction

This project predicts whether a loan application will be approved or rejected based on various applicant details.

binary-classification data-preprocessing deep-learning evaluation-metrics feature-engineering normalization tensorflow

Last synced: 18 May 2026

https://github.com/milanesaopa/image-text-extractor

Xcrap Image Text Extractor is a package of the Xcrap framework that abstracts the extraction of texts from images using the node-tesseract-ocr library.

apache background-subtraction computer-vision gnome image image-to-text llm machine-learning nuxt ocr-text-reader remove-grid tensorflow text-recognition vue

Last synced: 27 Jul 2025

https://github.com/vlad-moroshan/image-captioner

Web application that utilizes Deep Learning model with visual attention to generate descriptive captions for images

attention-mechanism computer-vision deep-learning deep-neural-networks docker fastapi heroku-deployment image-captioning react tensorflow

Last synced: 05 Apr 2026

https://github.com/chanonroy/keras-dog-classifier

🐶 Predict dog breeds with this Keras CNN model served over Flask

flask jupyter-notebook keras python tensorflow

Last synced: 09 Apr 2026

https://github.com/lnstadrum/sigmoid_like_tf_op

A TensorFlow C++ extension implementing a piecewise-linear approximation of sigmoid activation function used in Beatmup.

beatmup sigmoid-activation tensorflow tensorflow-op

Last synced: 05 May 2026

https://github.com/nhatthaiquang-agilityio/face-mask-detection

Build face mask detector with OpenCV, Keras/TensorFlow, and Deep Learning.

keras opencv tensorflow

Last synced: 06 May 2026

https://github.com/abdouaziz/neural-machine-translation

A Seq2seq Natural Machine Translation

nmt seq2seq-model tensorflow translation

Last synced: 22 Apr 2026

https://github.com/rudojaksa/tfnohup2dat

extract data from the tensorflow (nohup) log

tensorflow

Last synced: 17 May 2026

https://github.com/andrewsy1004/mask-detection

Mask detection system capable of identifying individuals with or without masks

kaggle keras python scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/unused-dev/tfc-tensorflow-intro

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

course deep-learning maching-learning tensorflow

Last synced: 28 Jan 2026

https://github.com/asherk7/ethnivision

Utilizing neural networks to predict ethnicity, age, and gender through images

docker machine-learning ml mongodb neural-network nodejs reactjs swe tensorflow

Last synced: 15 Apr 2026

https://github.com/beebus/silver-robot

Repo for working with Google's TensorFlow. Python, maybe some C++, AWS Machine Learning, AWS SageMaker, NumPy, SciPy.

python tensorflow tensorflow-experiments

Last synced: 27 Apr 2026

https://github.com/kpriyanshu256/iris_neural_network

Neural networks in python

python3 pytorch scratch tensorflow

Last synced: 08 Apr 2026

https://github.com/iamfarzam/mask-detection

OpenCV project using CNNs for detection of mask

cnn-architecture haarcascade-frontalface keras opencv python3 tensorflow

Last synced: 22 May 2026

https://github.com/abdulrahmanaymann/automated-facial-expression-recognition-using-artificial-neural-networks

Automated Facial Expression Recognition using Artificial Neural Networks is a machine learning project that uses convolutional neural networks (CNNs) to classify facial expressions in images into various categories such as anger, fear, surprise, sadness, happiness, and neutral.

artificial-neural-networks convolutional-neural-networks deep-learning facial-expression-recognition image-classification keras machine-learning python tensorflow

Last synced: 07 May 2026

https://github.com/rdvdev2/tf-test

Mostres de ML i IA amb TensorFlow basades en els tutorials oficials per al PR

numpy python research-project tensorflow tensorflow-tutorials

Last synced: 22 Mar 2025

https://github.com/davityak03/sentence-paraphraser-checker-using-transformers

This Jupyter Notebook implements a tool to check whether two sentences are paraphrases by analyzing their semantic similarity using NLP techniques. It provides a similarity score and a binary decision to indicate if the sentences are paraphrases.

keras nlp nltk numpy python tensorflow tokenizer transformers

Last synced: 02 Jan 2026

https://github.com/aryansinghiiit/imagedetection

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception. Topics

convolutional-neural-networks deep-learning deep-neural-networks image-detection tensorflow

Last synced: 20 Apr 2026

https://github.com/rakibhhridoy/natural-language-processing-steps

Preprocess data in nlp text classification and text sequence in TensorFlow. There's different steps in both classification and sequence task, thus it need different steps. These steps in TensorFlow is so much easy if you get into it.

classification embedded embedding-models feed keras natural-language-processing nlp python sentence sequence tensorflow text-analysis text-classification text-processing

Last synced: 06 May 2026

https://github.com/dragonscypher/prompty

Tool for generating smart and secure prompts for language models!

autotokenizer bert-model cuda google-t5 llm python3 tensorflow threading

Last synced: 02 Jan 2026

https://github.com/faseeha-fz/stock-sense

A machine learning-based solution for predicting stock market prices using multiple models—including an LSTM approach—allowing users to select stocks from yfinance and analyze trends through a Streamlit interface.

data-science lstm machine-learning python streamlit tensorflow

Last synced: 15 Apr 2026

https://github.com/keshav479/realtime_emotion_detection

The real-time emotion detection system built using TensorFlow and Convolutional Neural Networks (CNN). The model was trained on a dataset of images to classify human emotions and achieves an accuracy of 56%. It processes live video feeds to dynamically detect and categorise facial expressions in real time

convolutional-neural-networks jupyter-notebook kaggle python tensorflow

Last synced: 28 Jan 2026

https://github.com/tlkh/setup-cheatsheets

Cheatsheets for Various Quick and Painless Setups

bash linux nginx raspberry-pi tensorflow

Last synced: 08 Apr 2026

https://github.com/caefleury/cis-ieee-difusion-model

Repositório teste para códigos do projeto de Modelo de Difusão do branch CIS-IEEE

docker docker-compose numpy python3 tensorflow

Last synced: 08 Apr 2026

https://github.com/rai-project/dlperf

Déjà vu: Modeling DNN Performance by Recalling History

benchmark cuda deep-learning modeling onnx performance tensorflow

Last synced: 21 Apr 2026

https://github.com/keneandita/smart-machine-health-monitor--smhm-

SMHM is a simplified yet impactful project that uses traditional machine learning and deep learning techniques for predictive maintenance. It focuses on identifying early signs of machine failure using sensor data to reduce downtime and maintenance costs in industrial settings.

midrange ml python tensorflow

Last synced: 18 Jun 2025

https://github.com/jatonline/uk-energy

Using published statistics for each of the nearly 34,000 Lower Super Output Areas (LSOAs) in England, I have estimated the annual gas and electricity use of the average domestic property by building type (detached, semi-deteched, terraced, flat, bungalow).

energy heating keras machinelearning sklearn tensorflow

Last synced: 29 Jan 2026

https://github.com/borisboc/docker_tensorflow_spyder

How to build a Docker container with tensorflow, Spyder IDE, jupyter etc. With GPU support !

docker gpu jupyter jupyter-notebook jupyterlab nvidia-docker nvidia-gpu spyder spyder-ide tensorflow tensorflow2

Last synced: 08 Mar 2026

https://github.com/anythinglord/ai-journey

Approach to construction of hybrid AI models optimized by Deep Neuroevolution, with ML, AI and DL

ai deeplearning machine-learning neural-networks python tensorflow

Last synced: 21 May 2026

https://github.com/a-hilaly/tensorflow-go

Generated go protobuf types for tensorflow serving

protobuf tensorflow tensorflow-serving

Last synced: 03 Nov 2025

https://github.com/hayatiyrtgl/cryptocurrency_time_series_rnn

Python script for training a Simple RNN model on cryptocurrency price data to predict future prices, including data exploration and evaluation

data-analysis data-science data-visualization keras pandas pandas-python prediction predictive-modeling python python-script rnn rnn-tensorflow tensorflow time-series time-series-analysis

Last synced: 08 Apr 2026

https://github.com/ghoumbadji/brain-tumor-detector

A ML model that uses a MRI image to decide if you have a tumor or not

tensorflow

Last synced: 19 Apr 2026

https://github.com/vinukavinnath/ipcv

A collection of image processing and computer vision tutorials covering topics from shape detection to deep learning-based image classification. Created under the supervision of Dr. Kaneeka Vidanage.

computer-vision deep-learning image-processing multiclass-classification neural-network opencv tensorflow vgg16

Last synced: 15 Apr 2026

https://github.com/annygutierrez/ai-chatbot-python

Deep learning chatbot: Chatbot model to make predictions and chat back and forth with our user.

nltk numpy tensorflow tflearn

Last synced: 06 May 2026

https://github.com/sczyh30/lyric-composer-ai

AI composer writing interesting lyrics

ai artificial-intelligence deep-learning nlp tensorflow

Last synced: 06 Apr 2025

https://github.com/hossein-cod/practicing-deep-learning

with keras data set we load a data base and train our machine for test

deep deep-learning jupyter-notebook keras machine-learning matplotlib numpy py python sklearn tensorflow

Last synced: 25 Feb 2026

https://github.com/addsarah/system-recommendation

Applied Machine Learning Expert Dicoding, last update May 2025

kaggle machine-learning python system-recommender system-recommentations tensorflow

Last synced: 06 Feb 2026

https://github.com/shahules786/newsclsmodel

News classification model using tf 1.15

classification news tensorflow

Last synced: 18 Apr 2026

https://github.com/itaynir1/tf-second_car_hand

The code builds a machine learning model to predict the price of second-hand cars. It preprocesses the data, defines a neural network model, and trains it using the training dataset. The model's performance is evaluated, and predictions are made on new car data.

ipynb kaggle machine-learning machine-learning-algorithms python tensorflow tf

Last synced: 25 Feb 2026

https://github.com/kimbaorrr/mask_detection

Simple Mask Detection using Haar Cascade (TF & OpenCV)

opencv python tensorflow

Last synced: 15 Apr 2026

https://github.com/sanjana-janagani/googlenet-lstm-using-python

GoogleNet Architecture is trained on CIFAR10 Dataset and LSTM Architecture is trained on IBM Stocks Dataset

colab-notebook convolutional-layers deep-learning googlenet googlenet-inception-network lstm neural-network python tensorflow

Last synced: 15 Apr 2026

https://github.com/viivianreine/carbon-footprint-calculator-using-advanced-machine-learning-cnn-

🌍 An AI-powered Carbon Footprint Calculator built with Python, TensorFlow (CNNs), and Streamlit. Delivers real-time emission predictions, visual insights, and country-wise comparisons from user lifestyle data. Adaptive, scalable, and designed to drive sustainability through intelligent software solutions.

api-based-ai-integration cloud-ready convolutional-neural-networks data-featuring data-preprocessing ipcc keras keras-tensorflow matplotlib model-optimization numpy pandas python realtime-database seaborn streamlit streamlit-deployment streamlit-webapp supervised-machine-learning tensorflow

Last synced: 08 Apr 2026

https://github.com/steviecurran/prediction-plot

Code to performs machine learning (k-nearest neighbours regression) and plot the predicted versus measured values

astrophysics c data-analysis high-redshift machine-learning pgplot python statistics tensorflow visualization

Last synced: 20 May 2026

https://github.com/leaklissouras/unet-rppg

BMME 575 Final Project. A U-Net deep learning model for estimation of HR, adapted from Yu et al.

ppg tensorflow u-net

Last synced: 28 Apr 2026

https://github.com/somjit101/music-generation-lstm

A simple application of an LSTM Network to generate original Folk-style music which are aesthetically pleasing for the listener.

abc-notation char-rnn checkpoints deep-learning karpathy keras-tensorflow lstm many-to-many music music-generation tensorflow time-distributed-lstms

Last synced: 20 May 2026

https://github.com/marielachirinosr/fruits-image-recognition

This project is a deep learning-based image classification model designed to identify various types of fruits.

machine-learning machine-learning-algorithms python tensorflow

Last synced: 04 May 2026

https://github.com/kalana-dissanayake/hand-gesture-recognition-model

Developed a hand gesture recognition system using Convolutional Neural Networks (CNNs) with TensorFlow and OpenCV.

artificial-intelligence machine-learning python tensorflow

Last synced: 02 Feb 2026

https://github.com/williyam-m/ai-bot_deepset_roberta-base-squad2_q-a_model

Developed a real-time question-answering web application utilizing Hugging Face’s deepset/roberta-base-squad2 model, achieving 79.87% accuracy with minimal latency

flask python session tensorflow transformer

Last synced: 15 Apr 2026

https://github.com/zaccharieramzi/tf-eldrn

An unofficial TensorFlow implementation of the ELDRN

convolutional-neural-networks denoising tensorflow

Last synced: 21 Apr 2026

https://github.com/papsdroidfr/iacartpole

programmes du tutoriel IA CartPole

ia raspberry-pi-4 tensorflow

Last synced: 10 May 2026

https://github.com/cnuahs/tensorflow-intro

My Jupyter notebook from the Monash DataFluency Tensor Flow and Machine Learning workshop.

colab-notebook colaboratory jupyter jupyter-notebook python python3 python36 tensorflow tensorflow-tutorials

Last synced: 05 May 2026

https://github.com/SunchhayK/Product_Image_Classification

This project aims to take an input of a product image and then classify it to a certain category by using a supervised learning approach.

classification machine-learning pytorch tensorflow

Last synced: 07 Feb 2026

https://github.com/lflxp/tf-study

tensorflow python study

tensorflow

Last synced: 21 Apr 2026