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/namansnghl/world-econ-growth-forecast

Forecasting GDP for IMF member countries (End-to-End Data Engg + ML on GCP)

airflow cicd-pipeline docker-compose gcp mlflow mlops-project tensorflow

Last synced: 04 Jan 2026

https://github.com/richayadav03/sign-language-detection-and-conversion-to-text-and-speech

This Python-based project employs deep learning (LSTM) and computer vision to detect sign language gestures, converting them into text and speech. It enhances communication for the hearing-impaired.

gtts lstm opencv python tensorflow

Last synced: 03 Feb 2026

https://github.com/rakibhhridoy/imageprocessing

Large amount of image processing is quite messy and time consuming,thus the working steps should be fast as well as accurate also. I've made sequential functions that is needed for processing data in TensorFlow and python. These functions made my work fast as it needed in commercial purposes.

augmentation deep-learning functional-programming image-manipulation image-processing keras machine-learning numpy python sequential-patterns tensorflow

Last synced: 08 Apr 2026

https://github.com/kabeer786786/doodlerecognizer

A Doodle Recognizer that uses machine learning to classify hand-drawn sketches into predefined categories with high accuracy.

convolutional-neural-networks deep-learning expressjs flask keras nodejs python reactjs tailwindcss tensorflow

Last synced: 10 Apr 2026

https://github.com/arpandatta011/facial_image_recognition

This project includes the introduction of the facial expression recognition and an investigation on the recent previous researches for extracting the effective and efficient method for facial expression recognition.

cv2 keras matplotlib numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/11sshukla/mental_health_story_analyzer

This project is an AI-powered NLP pipeline that analyzes user-written stories to detect emotions.

ann artificial-intelligence deep-learning keras machine-learning nlp python streamlit tensorflow

Last synced: 09 Apr 2026

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 09 Feb 2026

https://github.com/sd7campeon/deepfake-classification

Advanced deepfake detection using InceptionV3 with a novel Fourier Attention layer. Leverages FFT to detect synthetic video frames. Features robust data pipeline, EDA, and visualizations. Built with TensorFlow, OpenCV, and more. Scalable, interpretable, MIT-licensed.

attention attention-mechanism cv2 deepfakedetection deeplearning inceptionv3 inceptionv3-model keras-tensorflow opencv opencv3 pillow seaborn tensorflow

Last synced: 08 May 2026

https://github.com/abhaskumarsinha/Corpus2GPT

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 06 Mar 2025

https://github.com/umbaji/yodi

This is the official repository for Yodi, the speech recognition model for 8 words, in Ewè. The yodi package is also useful for rapid inference inference on speech data, especially on the mini_speech datasets.

data data-visualization keras python3 speech-recognition tensorflow

Last synced: 12 Jan 2026

https://github.com/pravincoder/fundamentals_tensorflow

This repository provide the fundamental of Tensorflow starting from creating tensor's to creating your own tensorflow models.😍

deep-learning machine-learning tensorflow

Last synced: 19 May 2026

https://github.com/imvision12/pre-trained-models-implementation

This Repo Is about Implementation Of Pre-Trained Models from scratch using Tensorflow

inceptionv3 pre-trained-model resnet50 tensorflow vgg16 vgg19 xception

Last synced: 20 May 2026

https://github.com/soumyagautam/sign-sense

Deep Learning and Neural Network based Sign Sense or 'Sign Language' to Speech converter is an desktop app which can detect hand signs in a frame and can convert them to Speech, according to their respective meaning. Opposite to this, it can also recognise your voice and can convert it to sign language.

ai cv2 dataprocessing deep-learning keras machine-learning mediapipe moviepy-library neural-network openai-whisper scikit-learn tensorflow tkinter-python

Last synced: 10 Apr 2026

https://github.com/adidem23/helathriserewards_trial

This is Developement Stage of HealthRiseRewards which We Have Build . This is Just BareBone Repository Which Have only AI part in it

pose-estimation posenet reactjs solidity tensorflow tensorflowjs vitejs

Last synced: 09 Apr 2026

https://github.com/frederickroman/divorce-predictor

This is a divorce predictor using a neural network. The moded is trained on the UCI dataset using tensorflow, then converted to tfjs. (This is the model used in the Divorsee app.)

classification divorce-prediction neural-network tensorflow tensorflow-tutorials tensorflow2 tensorflowjs

Last synced: 01 Aug 2025

https://github.com/thenoobinventor/sudoku-ai-solver

OpenCV and Deep Learning are employed in extracting a sudoku puzzle from images and solving it. The project runs in a Jupyter Notebook Docker container, the Deep Learning model is built, trained and deployed with TensorFlow and the main solver programmed in Python.

ai deep-learning docker jupyter-notebook opencv python sudoku-solver tensorflow

Last synced: 09 Apr 2026

https://github.com/anish202020/data-analysis-and-machine-learning-basic-programs

Basic programs on data analysis and machine learning for students. It includes a variety of tutorials, examples, and models to help students understand and apply these concepts.

keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 08 Apr 2026

https://github.com/jarvis843/stroke_prediction_ml_project

Various machine learning models that predict whether people of all age groups are going to have strokes.

conda conda-environment jupyter-notebook kaggle machine-learning mit-license neural-network python3 sklearn tensorflow tensorflow2

Last synced: 21 Aug 2025

https://github.com/vermavinay982/autoencoder-image-denoising

Random Noise removal from image, It can be used to enhance CCTV or photographs having Distortion, ISO Noise.

anomaly-detection deep-learning keras machine-learning tensorflow

Last synced: 13 May 2026

https://github.com/subhayudutta/sentiment-analysis-of-flipkart-reviews

This project focuses on sentiment analysis of Flipkart reviews using machine learning operations (MLOps) techniques.

aws-ec2 dagshub dvc dvc-pipeline flask github-actions mlflow mlops python tensorflow

Last synced: 09 Apr 2026

https://github.com/prem07a/dog_cat

Build and train a deep learning model to classify cat and dog images, with model performance analysis.

cnn deep-learning dog-cat-classification keras python3 streamlit-webapp tensorflow

Last synced: 05 May 2026

https://github.com/tharindanimnajith/deep-learning-spam-detection

Deep Learning classifiers to detect spam SMS messages - LSTM Model, DenseNet CNN Models - NLP, Python, Jupyter Notebook, Tensorflow, Keras, Numpy, Pandas, Matplotlib, Scikit-Learn

deep-learning densenet keras lstm nlp python3 scikit-learn tensorflow

Last synced: 05 Apr 2026

https://github.com/haidermalikk/neural-network-circuit-optimizer

The Neural Network Circuit Optimizer, built on my custom digital circuit simulator, uses AI and machine learning to optimize simple digital circuits. It leverages neural networks, circuit simulation, and optimization algorithms to reduce component count which improves: power usage, and execution time and efficiency. *Under Dev see Readme*

ai jupyter-notebook matplotlib ml numpy pandas python pytorch sqlalchemy tensorflow

Last synced: 10 Apr 2026

https://github.com/gabrli/x-ray-ai

App with CNN neural network to diagnose different fractures on x-ray pictures

ai cnn cnn-classification fastapi keras neual-network python react revolution tailwindcss tensorflow typescript

Last synced: 10 Apr 2026

https://github.com/silviaamam/tf_hackathon

TensorFlow workshop for the Centre for Computational Chemistry

hackathon tensorflow tensorflow-tutorials

Last synced: 29 Apr 2026

https://github.com/islam-hady9/image-classifier-gui-app

Simple Machine Learning GUI App with Taipy and Tensorflow

cnn deep-learning imageclassification machine-learning python taipy-gui tensorflow

Last synced: 09 Apr 2026

https://github.com/kavithma-thushal/animal-classification-ai

Welcome to the Animal AI project! This web application uses a deep learning model to predict the class of an animal based on an uploaded image.

ai model python tensorflow

Last synced: 11 Feb 2026

https://github.com/celestialtaha/cycle-gan-tensorflow

An implementation of both Cycle GAN and Improved Version with Tensorflow 2.

cycle-gan deep-learning style-transfer tensorflow

Last synced: 16 Apr 2026

https://github.com/mpieper19/machine-learning-model-comparision-with-cifar10

School Project for our "Intro to Machine Learning" course. Was done in collaboration with two other students. This project compares the accuracy and performance of standardized machine learning models (e.g. KNN, LightGBM, etc.) against our built CNN, on the CIFAR-10 Dataset.

cifar10 cnn-classification convolutional-neural-networks image-classification keras keras-tensorflow machine-learning scikitlearn-machine-learning tensorflow

Last synced: 09 May 2026

https://github.com/harshramani00/human-action-recognition

A Human Action Recognition (HAR) model combining 3D CNN and LSTM networks to accurately recognize actions in videos using spatial-temporal feature extraction. Trained on UCF-50 and outperforming existing architectures.

3d-cnn computer-vision deep-learning human-action-recognition lstm machine-learning python spatial-temporal tensorflow ucf50-dataset video-classification

Last synced: 24 Jul 2025

https://github.com/iterative/blog-tpi-bees

Terraform Provider Iterative + ML data & code -> AWS/Azure/GCP/K8s

aws azure blog cloud demo example gcp gpu k8s keras tensorflow terraform terraform-provider

Last synced: 08 Apr 2026

https://github.com/saanidhyam/food-calories-estimation-using-image-processing

food detection and calorie estimator using cnn and foodd dataset

cnn python tensorflow

Last synced: 19 Feb 2026

https://github.com/paulj1989/bulgarian-constitutional-court-decisions

Developing NLP models for text and sentence classification using legal texts from the Bulgarian constitutional court.

keras neural-network nlp scikit-learn tensorflow tesseract

Last synced: 04 May 2026

https://github.com/vartikaraj2512/animalclassification

🐾 Animal Classification: Classify 28K animal images into 10 categories using CNNs with Transfer Learning. 📥 Load & extract data, 🔄 preprocess images, 🧠 train models (VGG-16 & ResNet50), and 📈 plot performance. Libraries: OpenCV (BGR), TQDM (progress bars), Categorical (one-hot encoding). 🛠️ Install: pip install tensorflow numpy opencv-python

classification cnn kaggle machine-learning numpy opencv pandas tensorflow

Last synced: 20 Jan 2026

https://github.com/khanhlvg/digitclassifier

A end-to-end demo of how to build train a digit classifier using TensorFlow 2.0 (Keras API), then convert the model to TensorFlow Lite, and run inference on mobile apps

computer-vision keras tensorflow

Last synced: 04 May 2026

https://github.com/vortexv7/engagevision-yt

Thumbnail Engager is a Streamlit-based web app that uses AI to analyze YouTube thumbnails, providing actionable feedback to improve engagement. Upload a thumbnail to get insights on its strengths, weaknesses, and tips for maximizing views. Perfect for creators looking to optimize their visuals!

gcp numpy pandas python3 streamlit streamlit-cloud tensorflow youtubeapiv3

Last synced: 09 Apr 2026

https://github.com/cbhihe/classify_sound_mobile

Deep NN transfer learning applied to classify sound on the fly from your mobile phone.

javascript mobile-app neural-network sound-classification tensorflow transfer-learning

Last synced: 16 May 2026

https://github.com/kostasereksonas/ids_test

Code for intrusion detection system based on "Intrusion Detection System Using Machine Learning Algorithms" tutorial on Geeksforgeeks and Intrusion Detection on NSL KDD Github repository.

ids intrusion-detection intrusion-detection-system nsl-kdd-dataset numpy pandas python scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/rfcx/tfk-audio

Tools for TensorFlow/Keras audio recognition workflows

audio audio-analysis audio-classification audio-processing deep-learning keras tensorflow tensorflow2

Last synced: 20 Feb 2026

https://github.com/ricky2054/human_pose_estimator

Human_Pose_Estimator uses machine learning to detect and track human body poses from images or videos, enabling applications in fitness, gesture recognition, and AR/VR.

opencv python3 pytorch streamlit tensorflow

Last synced: 11 Apr 2026

https://github.com/alfikiafan/eye-direction-classifier

Classifying eye direction using CNN. Goals: Predict the direction of gaze based on grayscale eye images, which are preprocessed to ensure consistent model training and evaluation.

cnn deep-learning eyes keras tensorflow

Last synced: 10 Apr 2026

https://github.com/post2web/sentiment_predictor

Sentiment Prediction implementation using RNN with tensorflow

rnn sentiment tensorflow

Last synced: 09 Oct 2025

https://github.com/foyez/virtual-museum-tf

An android app to classify images using TensorFlow library.

android kotlin tensorflow wikipedia

Last synced: 11 May 2026

https://github.com/kinginthenorth001/rice_leaf_disase_detection

A CNN Model that can predict these 4 (['Bacterialblight', 'Blast', 'Brownspot', 'Tungro']) Rice leaf diseases.

cnn-classification deep-learning deep-neural-networks image-processing keras-neural-networks tensorflow

Last synced: 02 Jan 2026

https://github.com/xwi88/gp

go predict with tensorflow, pytorch and others

go prediction tensorflow tensorflow-examples

Last synced: 20 Jan 2026

https://github.com/tejasvi541/machine-learning

My Machine and Deep Learning Practice and Projects Notebooks

matplotlib numpy python3 pytorch sklearn tensorflow

Last synced: 10 Apr 2026

https://github.com/m-rishab/cropcare

A solution for intelligent and simplified agriculture.

cnn deeplearning flask kaggle-dataset python3 pytorch resnet-50 tensorflow weather-api

Last synced: 08 Apr 2026

https://github.com/michaelcurrin/machine-learning-server

Classify images using a trained machine learning model and Python web server API. Python3.

cherrypy image-classification machine-learning python python3 tensorflow webserver

Last synced: 18 May 2026

https://github.com/muthu-kumar-u/digittextrecognition-cnn

This repo contain training deep learning model for handwritten text recognition using CNNs with CTC loss, designed for image-to-sequence tasks

cnn computer-vision deep-learning handwrite-recognnize handwriting-recognition handwritten-text-recognition machine-learning ocr-recognition tensorflow

Last synced: 09 Apr 2026

https://github.com/0xnaman1/malaria-infected-cell-detection-using-cnns

The repository contains a Convolution Neural Network based prediction model to predict whether the cell is uninfected or parasitized by malaria.

convolutional-neural-networks keras tensorflow

Last synced: 10 May 2026

https://github.com/nazanin1369/alexnet-transfer-learning

Transfer Learning practice on AlexNet

tensorflow transfer-learning

Last synced: 17 May 2026

https://github.com/nrstott/brfss

Multitask DNN in Tensorflow for predictive analytics on the CMS Behavioral Risk Factor Surveillance System (BRFSS)

machine-learning tensorflow tensorflow-models

Last synced: 18 May 2026

https://github.com/evanatyourservice/apollo-tf

Apollo optimizer in tensorflow

apollo optimizer tensorflow tensorflow2 tf tf2

Last synced: 16 May 2026

https://github.com/adi-code22/sitharabot

In this project, I've built a flask web application that uses the lyrics of songs by sithara and then predict the lyrics based on user input

flask nlp-machine-learning python tensorflow

Last synced: 06 May 2026

https://github.com/zanuarts/machinelearning

Machine Learning Repo of my Learning, feel free to see, learn, and share.

image-classification image-processing machine-learning natural-language-processing tensorflow time-series

Last synced: 18 May 2026

https://github.com/pavankethavath/dominos---predictive-purchase-order-system

This advanced forecasting tool leverages Prophet, ARIMA, SARIMA, and LSTM models to predict daily sales for 32 pizzas and 64 ingredients. With Prophet achieving the lowest MAPE, it ensures accurate demand forecasts, optimized inventory, and efficient purchase planning, reducing waste, preventing stockouts, and enhancing supply chain efficiency.

arima deep-learning eda exploratory-data-analysis forecasting lstm machine-learning mape matplotlib minmaxscaling numpy pandas prediction python sarimax seaborn seasonality tensorflow time-series

Last synced: 08 Apr 2026

https://github.com/rianaeh/i-pt

✨I-PT : AI 개인 트레이너 프로그램 (2019)✨

posenet python3 tensorflow

Last synced: 18 May 2026

https://github.com/sepmein/oyou

Build and make use of tensorflow model with pleasure and flexibility

machine-learning tensorflow

Last synced: 21 May 2026

https://github.com/chen0040/pydl-audio-encoders

Audio encoders that convert audios into numpy arrays for machine learning

audio-encoders tensorflow

Last synced: 20 May 2026

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

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 10 Apr 2026

https://github.com/vicentebolea/flight-delay-binary-classifier

A simple classifier to predict flight delays

classifier machine-learning tensorflow

Last synced: 18 May 2026

https://github.com/abhihirekhan/abhi-s-data-science-portfolio

A list of data science projects completed by me for academic, self learning, and creative purposes

datascience ipynb-jupyter-notebook jupyter jupyter-kernels jupyter-notebook keras-tensorflow machine-learning numpy pandas portfolio python tensorflow

Last synced: 31 Jan 2026

https://github.com/rusiruchapana/blood-group-prediction

Creating a machine learning project to predict blood groups from fingerprint patterns

asp-net-web-api keras matplotlib numpy opencv-python pandas pillow scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/jayakrishnagaddam/deep_sheild_

This is a Machine Learning applied Artificial intelligence project. Deepsheild is a cutting-edge deepfake detection system designed to safeguard the integrity of visual content in an era where synthetic media poses unprecedented challenges. Deepsheild stands as a robust fortress against the proliferation of manipulated videos and images.

artificial-intelligence bootstrap css cv2 deep-learning flask html machine-learning mongodb numpy tensorflow torch

Last synced: 11 Jan 2026

https://github.com/yessasvini23/autism_companian_gen-ai_project_kaggle

Autism Companion: Empowering Neurodiverse Children with AI Technology Our AI platform creates personalized support for children with Autism Spectrum Disorder. Using generative AI, we develop custom social stories and conversation simulations tailored to each child's unique sensitivities

api bert cloud docker faiss gpt-4 langcahin lora python pytorch react tailwindcss tensorflow

Last synced: 11 Apr 2026

https://github.com/caponetto/vscode-tfjs-coco-ssd

Putting together VS Code extension, tensorflow.js, and object detection (coco-ssd) into a simple project.

coco-ssd object-detection tensorflow tfjs vscode vscode-extension

Last synced: 01 May 2026

https://github.com/serhatderya/fall_detection

This project implements a computer vision-based fall detection system using deep learning techniques. The system can detect whether a person has fallen in images or video frames.

ai artificial-intelligence artificial-neural-networks computer-vision deep-learning deep-neural-networks deeplearning falldetection matplo neural-network numpy opencv pil pillow pytorch tensorflow yolo yolov5 yolov8

Last synced: 11 Apr 2026

https://github.com/diegoperea20/nextjs-wine-quality-prediction

Nextjs Wine quality prediction with Tensorflow converting .h5 model to tensorflowjs that is .json and .bin

h5 json model nextjs prediction quality tensorflow wine

Last synced: 11 Apr 2026

https://github.com/kushxkalsi/birds-image-classification-model

Image Classification Model using CNN to classify different birds species.

cnn deep-learning image-classification python sklearn tensorflow

Last synced: 20 Jan 2026

https://github.com/simoninithomas/dlfn_language_translation

A Seq-to-seq model that translates English to French

deep-learning lstm nlp rnn seq2seq tensorflow

Last synced: 27 May 2026

https://github.com/emrecpp/doviztahmin

Türk Lirası'nın gelecekte Dolar ve Euro karşısındaki değerini yapay zeka ile tahmin eden PySide6 tabanlı proje

ai gui pyqt pyside python qfluentwidgets qt tensorflow ui

Last synced: 11 Apr 2026

https://github.com/arif-miad/image-classification

pre-trained image classification models use prior knowledge to recognize patterns in images, speeding up training and improving accuracy.

computer-vision deep-neural-networks kaggle-dataset keras python pytorch resnet-50 tensorflow transfiterlearning vgg19

Last synced: 11 Apr 2026