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/grascya/brain-tumours-classification-cnn

Predict Brain tumors (glioma, meningioma & pituitary) Using a Convolutional Neural Network

brain-tumor-classification cnn-classification deep-learning keras neural-networks tensorflow

Last synced: 10 Mar 2026

https://github.com/007tickooayush/email-classifier-keras

An email spam classification with a cleaned dataset with 3000 parameters using neural networks.

classification-model dnn email keras-neural-networks keras-tensorflow machine-learning tensorflow

Last synced: 29 Apr 2026

https://github.com/wayn-git/catvsdogui

The Cat vs Dog Classifier is a sophisticated computer vision application built using transfer learning with ResNet50 architecture. This enterprise-grade solution provides real-time image classification with industry-standard accuracy and reliability.

cats classification dogs image-classification jupyter-notebook machine-learning python streamlit tensorflow

Last synced: 13 Apr 2026

https://github.com/sushantdhumak/generating-tv-scripts

Deep Learning Nanodegree Project : To generate Simpsons TV scripts using part of the Simpsons data-set of scripts from 27 seasons.

batching hyperparameter-tuning lookup-table lstm lstm-neural-network neural-network preprocessing recurrent-neural-network tensorflow tokenization tokenized-sentences tuning-parameters unit-testing word-embeddings

Last synced: 26 Mar 2025

https://github.com/lucalullo/image-classification-deep-learning

Comparative study of CNN and FNN deep learning models for multi-class image classification

benchmark cnn computer-vision deep-learning fnn image-classification jupyter-notebook kaggle keras neural-network tensorflow

Last synced: 08 Jan 2026

https://github.com/aggrathon/trafficsignrecognizer

A neural network for recognizing traffic signs in images

ai android android-app machine-learning neural-network python python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/arush18/movie-recommendation-system

A machine learning-powered movie recommendation system that utilizes content-based and collaborative filtering to suggest personalized movie recommendations.

machine-learning neural-network sklearn tensorflow

Last synced: 20 Apr 2026

https://github.com/arindal1/breast-cancer-detection

A simple Neural Network model to detect Breast Cancer.

machine-learning neaural-network scikit-learn tensorflow

Last synced: 13 Apr 2026

https://github.com/richayadav03/potato-disease-classification

This project uses deep learning to classify potato diseases from leaf images. A CNN model is trained to detect conditions like late and early blight, aiding in early disease identification for better crop management.

cnn-classification convolutional-neural-networks deep-learning python tensorflow

Last synced: 13 Apr 2026

https://github.com/prakshi-23/tensorflow

Projects made with using tensorflow and keras

artificial-intelligence keras machine-learning tensorflow

Last synced: 13 Apr 2026

https://github.com/bassantsherif123/computervision_project_teeth_disease_classification

This project includes data preprocessing, augmentation, visualization, model training, and evaluation using TensorFlow and Keras, building a deep learning model for classifying teeth diseases using CNNs and pretrained models such as InceptionResNetV2 and EfficientNetB7, and establishing a streamlit app to give instant predictions.

classification cnn computer-vision keras tensorflow

Last synced: 13 Apr 2026

https://github.com/nakul-krishnakumar/horse-human-prediction-model

Model that predicts if a given image has a horse or a humam

cnn convnet keras python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/itaxbox/machine-learning-explorations

Foundational ML projects for learning and experimentation.

jupyter-notebook machine-learning matplotlib pandas python sckit-learn seaborn tensorflow

Last synced: 26 Jan 2026

https://github.com/tjarkpr/ate

Transformation of TensorFlow text classification models into local interpretable models to explain the base model decisions via effects.

classification explainable-ai nlp tensorflow

Last synced: 14 Jan 2026

https://github.com/kalfasyan/custom_object_detection_docker

This repository creates a docker image (singularity support soon) to train an object detection system on 1 class using Tensoflow's object detection API.

docker nvidia-docker object-detection python36 tensorflow

Last synced: 27 Sep 2025

https://github.com/colorblank/tensorflow_serving_config

Python utilities for reading, writing, and validating TensorFlow Serving models.config files. This project provides a convenient way to programmatically manage your TensorFlow Serving model configurations using Python.

config tensorflow tensorflow-serving

Last synced: 14 Jan 2026

https://github.com/ozcankyo28/ds-ml-bootcamp

📊 Master data science and machine learning in one month with hands-on projects, covering the complete ML workflow from data collection to deployment.

data-science datascience jose-portilla lgbm lgbmregressor machine-learning matplotlib-pyplot python regression-models scikit-learn seaborn tensorflow udemy-course-project udemy-machine-learning

Last synced: 14 Apr 2026

https://github.com/mnwanx/shoes_class

Shoes Classifier with TensorFlow Lite running on web browser

ai artificialintelligence deep-learning machine-learning tensorflow

Last synced: 15 May 2026

https://github.com/vignesh-p3007/mangomedix

MangoMediX 🌿 – AI-powered mango leaf disease prediction system using ResNet50, Flask, and a user-friendly web interface. Detects 8 mango leaf diseases with 92% accuracy and provides treatment suggestions.

agriculture-ai cnn computer-vision flask keras mango-disease-detection plant-disease-detection resnet50 smart-farming student-mini-project tensorflow transfer-learning

Last synced: 07 May 2026

https://github.com/nyx1311/toxicity-detector-using-bilstm

🚀 What we built: An AI-powered Women’s Safety & Well-Being Detector — a web app that flags multiple forms of online abuse in real time and offers tools for emotional recovery. 📊 Under the hood: BiLSTM + Word2Vec embeddings for deep, context-aware detection Trained on 21K+ labeled comments across 7 toxicity categories Built with Python, Tensor

epoch genism gpu keras-tensorflow matplotlib model nlp nlp-machine-learning nlpaug-textual numpy pandas pandas-library python3 streamlit tensorflow word2vec

Last synced: 14 Apr 2026

https://github.com/anjaliy11/signlanguagedetection

SignLanguageDetection is a deep learning-based project that enables real-time detection and recognition of sign language gestures using TensorFlow and computer vision techniques.

annotation deep-learning image-processing image-recognition labelimg opencv tensorflow

Last synced: 02 May 2026

https://github.com/mrasyidgpfl/slateq-recsys-research-iii

MSc Dissertation Project. Slate-based reinforcement learning for recommender systems using RecSim NG. Implements and evaluates SlateQ and its variants against bandit and heuristic baselines.

recommender-systems recsim-ng reinforcement-learning rl-research slateq tensorflow

Last synced: 07 Sep 2025

https://github.com/karan-sharma-aiml/future_ml_01

Hands-on Machine Learning project built with Python, Streamlit, Prophet & TensorFlow | Showcasing AIML skills through time-series forecasting & real-world data insights.

aiml data-visualisation machine-learning project prophet python streamlit tensorflow timreactnative

Last synced: 29 Apr 2026

https://github.com/menna611/spam--or--not-spam--nlp

## 📌 Description A simple **Spam Message Classifier** built with **Streamlit** and **TensorFlow**. It takes a text message as input and predicts whether it is **Spam** or **Not Spam** using a Neural Network trained on the SMS Spam Collection dataset.

random-forest streamlit tensorflow tokenization xgboost

Last synced: 05 May 2026

https://github.com/svtter/learn-tf-note

Tensorflow Learning Note.

keras python tensorflow

Last synced: 13 Apr 2026

https://github.com/kidneyweakx/aidog-2019scc

2019/04 軟體盃實作項目

android tensorflow

Last synced: 09 May 2026

https://github.com/andre-dietrich/tensorflowjs_tutorial

A translation of the official TensorFlowJS - Tutorials into LiaScript

javascript liascript tensorflow tensorflow-tutorials

Last synced: 17 May 2026

https://github.com/arnoutdevos/styletransfertensorflow

Implementation of "A Neural Algorithm of Artistic Style" in TensorFlow

style-transfer tensorflow

Last synced: 19 Apr 2026

https://github.com/franciscoossian/flowerapi

mini mini mini API that get a link of image and return a a flower information in image (if image cotains a flower that the machine trained)

flask keras machine-learning python tensorflow

Last synced: 09 Apr 2026

https://github.com/trixky/fashion_cnn

An online convolutional neural network (CNN) model for classifying fashion items.

classification-model convolutional-neural-network mlp mnist mnist-fashion multilayer-perceptron tensorflow tensorflowjs

Last synced: 17 Mar 2025

https://github.com/drakmord2/deeplearning-models

Implementation of Deeplearning Models

deep-learning machine-learning python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/beenotung/transfer-learning-demo

A generic demo to build custom image classifier of arbitrary classes using transfer learning

image-classification nodejs python resnet tensorflow transfer-learning typescript

Last synced: 12 Apr 2026

https://github.com/maklonfr/image-classification-tensorflow

Submission Dicoding Indonesia - Image Classification using TensorFlow (Kelas Belajar Machine Learning untuk Pemula). Proyek Klasifikasi Gambar Rock, Paper and Scissors.

google-colab meachine-learning python tensorflow

Last synced: 13 Apr 2026

https://github.com/akhdandann/rockpaperscissors-imageclassification

A Convolutional Neural Network (CNN)-based image classification project that identifies hand gestures from the classic Rock-Paper-Scissors game using TensorFlow and Keras. The model is trained on a labeled dataset and demonstrates image augmentation, model evaluation, and real-time prediction on uploaded images.

cnn-classification image-classification keras python tensorflow

Last synced: 13 Apr 2026

https://github.com/vellt/cnn_ml_mestint

Deep Learning (CNN)-based web application for recognizing and evaluating handwritten mathematical expressions.

calculator cnn handwritten-character-recognition nodejs tensorflow

Last synced: 11 May 2026

https://github.com/anjaliid/bangalore-aqi-prediction-and-forecasting-ai

Deep learning-based Air Quality Index forecasting for Bangalore using GRU neural networks. Predicts AQI for the next 7 days with 70% accuracy (R²=0.70). Built with TensorFlow/Keras.

air-quality air-quality-index data-science deep-learning environmental-data gru gru-neural-network keras machine-learning tensorflow time-series-forecasting

Last synced: 19 Apr 2026

https://github.com/xiaohanzhangcmu/axiom

scalable C++ and python binding framework for Scientific Computing and Machine Learning

deepq-learning finite-element-methods molecular-dynamics stanford tensorflow

Last synced: 05 Oct 2025

https://github.com/ytalk/deep-learning

Um repositório dedicado à minha jornada de aprendizado e experimentação em Deep Learning. Contém diversas pipelines e implementações em diferentes datasets, explorando modelos (MLPs, LSTMs, CNNs) e técnicas (Regressão, Classificação, etc.) com foco em TensorFlow e Keras.

data-science deep-learning keras machine-learning neural-networks pandas python scikit-learn tensorflow

Last synced: 30 Dec 2025

https://github.com/kostadinlambov/time-series-forecasting

This project evaluates the predictive performance of a CNN-LSTM Hybrid deep learning model for Bitcoin price movement prediction.

keras-tensorflow matplotlib-pyplot mlflow numpy optuna pandas python scikit-learn seaborn statsmodels ta-lib tensorflow

Last synced: 07 Apr 2026

https://github.com/anujdhillxn/visualcursor

Neural Network to control cursor with eye movements

image-processing neural-networks python3 tensorflow

Last synced: 14 May 2026

https://github.com/lee-seokmin/TrafficLightRecognition

python tensorflow를 이용한 신호등 분류

image-recognition python tensorflow

Last synced: 06 Oct 2025

https://github.com/soroushesnaashari/anime-faces-generator-with-gan-using-tensorflow

A GAN project using "TensorFlow" creating model to generate new random Anime faces

deep-learning gan neural-network tensorflow

Last synced: 06 Oct 2025

https://github.com/kazuhito00/tf-keras-applications-cifar10-example

Tensorflow Keras applicationsを用いてCIFAR10を学習する例

applications cifar-10 cifar10 keras tensorflow

Last synced: 13 Apr 2026

https://github.com/seungjaeryanlee/tensorflow-study

Studying Best Practices of TensorFlow

tensorflow

Last synced: 06 Oct 2025

https://github.com/atulkp018/application_firewall_frontend

This repository is regarding a Context Aware Application Firewall that me and my team developed while participating in Smart India Hackathon-2024 . This repo talks about the frontend aspect of that same project.

chartjs css cybersecurity fastapi innovation isro javascript reactjs scapy tailwind teamwork tensorflow wincap

Last synced: 13 Apr 2026

https://github.com/aryamanpathak2022/byteformer-ml

Implementation of the research paper "Bytes Are All You Need", adapted for the CIFAR-10 dataset.

bytes cifar10 embeddings machine-learning tensorflow transformer

Last synced: 11 Feb 2026

https://github.com/amruta33/face_mask_detection

The main objective of the face detection model is to detect the face of individuals and conclude whether they are wearing masks or not at that particular moment when they are captured in the image. we increase the complexity of mask detection using image segmentation and prediction tools.

deep-learning keras matplotlib nlp-machine-learning pandas plotly python3 sckiit-learn seaborn tensorflow

Last synced: 08 Apr 2026

https://github.com/dhanushrichandrasekar/pneumoniadetectionwebsite

A web-based platform that detects pneumonia from chest X-rays using AI. It offers accurate analysis, educational resources, and chatbot assistance.

backenddevelopment cnn-classification flask front-end-development javascript pneumonia-detection sqlalchemy tensorflow ui-design ux-design vgg19-model webdevelopment

Last synced: 14 Apr 2026

https://github.com/rifaamrilsahputra/ocr-alphanumeric-cnn

Convolutional Neural Network (CNN) for Optical Character Recognition (OCR) on alphanumeric characters (0–9 and A–Z) using the Kaggle Standard OCR Dataset.

alphanumeric character-recognition cnn deep-learning keras ocr tensorflow

Last synced: 20 Apr 2026

https://github.com/meeraaj27/cat-dog-image_classifier

An image classification project using convolutional neural networks to identify cats and dogs with high accuracy.

computer-vision google-colab image-classification image-classification-model keras machine-learning python streamlit tensorflow

Last synced: 10 Apr 2026

https://github.com/ashly1991/rnn-text-classification-keras-tf2

IMDB sentiment analysis with Keras RNNs (LSTM/GRU). Within-batch padding, bucketing, embeddings, and masking for efficient, accurate training.

embeddings gru imdb jupyter-notebook keras lstm masking rnn sentiment-analysis tensorflow text-classification tf-data

Last synced: 20 Apr 2026

https://github.com/dhanyasri20/age-gender-detection

A Deep Learning project for automated age and gender prediction from facial images using CNN and VGG16. Includes model notebooks, evaluation metrics, and visualizations.

age-prediction cnn deep-learning gender-prediction image-classification keras python tensorflow vgg16

Last synced: 28 Apr 2026

https://github.com/amiridk/tensorflow-keras

Tensorflow-keras notes 0-100

computer-vision deep-learning keras tensorflow

Last synced: 18 Apr 2026

https://github.com/yagyambaggarwal/guess-the-dog-breed-ml-project.

Imagine Sitting in a Caffe and see a beautiful dog, Want to know it's breed? Just click and give us the image and we'll help you out within seconds

deeplearning keras machine-learning neural-network tensorflow tensorflowhub transfer-learning

Last synced: 07 Oct 2025

https://github.com/shrunsprint89/yfinstockscreeners

Python/Jupyter notebooks that attempt to read stock market data from Yahoo Finance and predict future values based on ML Models

jupyter keras python stock tensorflow

Last synced: 21 Jan 2026

https://github.com/kurtisdavid/deepvision

Repo containing various Computer Vision projects written in TensorFlow and PyTorch

computer-vision deep-learning pytorch tensorflow

Last synced: 14 Apr 2026

https://github.com/jibbs1703/Object-Vision-Models

This repository contains projects that use models created from deep learning frameworks in image/object classification and detection tasks. Transfer Learning is also incorporated in some projects to improve the accuracy of these models.

deep-learning image-classification keras-tensorflow machine-learning neural-networks pytorch tensorflow

Last synced: 07 Oct 2025

https://github.com/nimaabediforud/heart-disease-prediction

The project highlights the end-to-end workflow of data preprocessing, model building, evaluation, and comparison for a healthcare prediction task.

biomedical-applications biomedical-data-science biomedical-engineering classification deep-learning machine-learning neural-networks numpy pandas prediction python seaborn sklearn tensorflow

Last synced: 15 Apr 2026

https://github.com/codeofrahul/digit_classification_using_cnn

This project demonstrates the implementation of a Convolutional Neural Network (CNN) for classifying handwritten digits using the MNIST dataset. The model is built using Keras and TensorFlow, leveraging the power of deep learning for image recognition tasks.

keras matplotlib python tensorflow

Last synced: 19 Apr 2026

https://github.com/ilei131/gst-plugin-tensorflow

gst-plugin-tensorflow

gstreamer plugin tensorflow

Last synced: 08 Oct 2025

https://github.com/acbikash13/ratemyprofessorsentimentanalysis

This project applies sentiment analysis to RateMyProfessor reviews using NLP techniques. It preprocesses data with Pandas and NumPy and uses pretrained Transformer models with PyTorch for fine-tuned sentiment classification. TextBlob provides initial sentiment scores, while transfer learning improves model accuracy, capturing nuanced feedback.

machine-learning nltk-python pytorch sentiment-analysis tensorflow transformers

Last synced: 19 May 2026

https://github.com/yuvrajs2003/chatbot-project

A project regarding the implementation of a simple chatbot

jupyter-notebook keras pickle python tensorflow

Last synced: 18 Jan 2026

https://github.com/tinspham209/put-the-hand-on-ur-face

Warning when put the hand on your face

face howlerjs react reactjs tensorflow tensorflow-models

Last synced: 21 Jan 2026

https://github.com/navid-kalaei/face-generator

Face generator from celebA via Tensorflow

deep-learning generative-adversarial-network tensorflow

Last synced: 18 May 2026

https://github.com/ayushmankumar7/neural-style-transfer

Believe me, Something Magical is going to appear. O_O

keras-tensorflow neural-networks python3 tensorflow

Last synced: 18 Jan 2026

https://github.com/mkdirer/disaster-tweet-nlp-adaboost-transformers

A machine learning project that classifies tweets as disaster-related or non-disaster-related using transformers and the AdaBoost technique. Achieved an accuracy of approximately 80% on the validation set

geopy keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 12 Apr 2026

https://github.com/lusu007/bird-image-classifier

Jupyter notebook in which a Keras model for classifying birds is being built

bird classification deep-neural-networks image-classification kaggle keras tensorflow

Last synced: 18 Jan 2026

https://github.com/yaminibhole/fake_news_classifier

A deep learning project for classifying news articles as real or fake using a Bidirectional LSTM model. It includes steps for preprocessing text data, building and training the model, and evaluating its performance.

bi-lstm-model fake-news-classification keras nlp python tensorflow

Last synced: 21 Jan 2026

https://github.com/gewoonrik/pullreqs-dnn

Experiments with DNNs and pullreqs

deep-learning keras neural-network pull-requests tensorflow

Last synced: 19 Jan 2026

https://github.com/mohin-io/fractional-pdes-under-levy-models-machine-learning-for-calibrating-advanced

This project builds a fast, intelligent calibration engine for advanced asset pricing models. Standard Black-Scholes breaks down under real markets with fat tails and jumps, but Lévy models (Variance Gamma, CGMY) are too slow and unstable to calibrate with classical methods.

asset-pricing calibration cgmy cgmy-model deep-neural-networks financial-machine-learning fourier-methods fractional-pde keras levy-processes machine-learning mcmc option-pricing quantitative-finance stochastic-processes tensorflow variance-gamma variance-gamma-process variational-inference

Last synced: 09 Oct 2025

https://github.com/hoom4n/bachnet

A Generative-AI system for Bach-Style music composition using multi-layer LSTM neural networks. Features production-ready deployment (easy inference, modular design, Docker), advanced training recipes for stability and quality, and an efficient streaming data pipeline.

autoregressive-models deep-learning docker generative-ai keras lstm-neural-networks machine-learning music-generation python tensorflow

Last synced: 08 May 2026

https://github.com/amr-f-ramadan/python-flowers-classifier

🌸 Complete Udacity ML TensorFlow Image Classifier Project - Flower species classification using MobileNetV2 transfer learning with 102 Oxford flower classes. Enhanced with automated conda setup, cross-platform GPU detection, and Apple Silicon support. Achieves 80%+ accuracy.

apple-silicon artificial-intelligence computer-vision conda-environment cross-platform deep-learning flower-classification image-classification jupyter-notebook machine-learning macos mobilenetv2 neural-networks oxford-flowers python tensorflow transfer-learning udacity-nanodegree

Last synced: 14 Apr 2026

https://github.com/deepraj21/neuroscan

The objective of this project is to develop a machine learning model that can accurately detect brain tumors in medical imaging data, such as MRI scans. By leveraging advanced image processing techniques and machine learning algorithms.

cnn css flask html image-classification js plotly python tensorflow

Last synced: 14 Apr 2026

https://github.com/sohitbennett/roadsafe

A Deep learning computer vision system for real-time traffic safety monitoring.

computer-vision esrgan keras numpy pandas python scikit-learn tensorflow tesseract-ocr yolov5 yolov8

Last synced: 08 Apr 2026

https://github.com/35px/ai-video-sentimentml-ml_model

A project aimed at analyzing videos sentiments and emotions from a custom built machine learning model using tensorflow, python, etc

ai aws docker ffmpeg machine-learning meld neon nextjs15 pandas python sagemaker-deployment tensorflow

Last synced: 14 Apr 2026

https://github.com/ashly1991/tensorboard-mnist-tf2

Visual debugging of an MNIST MLP with low-level TensorFlow 2 using tf.data + TensorBoard (scalars, histograms, images)

deep-learning gradient-tape jupyter-notebook machine-learning mnist reproducibility tensorboard tensorflow tf-data visualization

Last synced: 14 May 2026