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/brej-29/disaster-tweets-nlp-model-benchmarks

Benchmark NLP models on Kaggle “Disaster Tweets”: TF-IDF + Naive Bayes baseline, Keras deep nets (Dense/LSTM/GRU/BiRNN/Conv1D), and TensorFlow Hub Universal Sentence Encoder transfer learning—compared using accuracy, precision, recall, and F1.

bidirectional-rnn cnn conv1d deep-learning disaster-tweets gru kaggle keras lstm machine-learning naive-bayes nlp rnn scikit-learn tensorflow tensorflow-hub text-classification tfidf

Last synced: 11 Apr 2026

https://github.com/aventer-ug/tensorflow-mesos

Tensorflow python module for Apache Mesos

clusterd machine-learning mesos python tensorflow

Last synced: 13 Feb 2026

https://github.com/anubisss/mlmath4

A TensorFlow model which can perform calculations using the 4 basic math operations, train on Excel data.

machine-learning python tensorflow

Last synced: 29 Apr 2026

https://github.com/jiashenc/arm-keras

Base image for running Keras on Raspberry Pi

armv7 docker docker-image keras keras-tensorflow tensorflow

Last synced: 16 Apr 2026

https://github.com/kamangir/blue-sbc

🌀 AI for single board computers.

bash deep-learning edge-computing jetson python raspberry-pi tensorflow

Last synced: 13 Feb 2026

https://github.com/andrew2077/real-time-emotion-recognition

Real time emotion recognition from facial expression through live captured video

albumentations facial-expression-recognition labelme opencv python tensorflow tkinter

Last synced: 17 Apr 2026

https://github.com/ayulockin/humain_faceless

Detect faces in an image and give prediction about the age, ethnicity and emotion of that face.

deeplearning face-detection image-processing keras mtcnn-face-detection multiclass-classification multilabel-classification opencv tensorflow

Last synced: 16 Apr 2026

https://github.com/amine-akrout/diamond-price-prediction

Train and deploy a DNN model on Azure Machine Learning and azure App Service for diamond price prediction

azure azure-app-service azure-devops azure-ml machine-learning python tensorflow webapp

Last synced: 16 Apr 2026

https://github.com/msikorski93/breast-cancer-classifying

Identifying and assigning breast cancer diagnosis using machine learning methods, based on observations in WDBC dataset. All classifiers have been evaluated and performed well for this task.

breast-cancer classification k-nearest-neighbours keras logistic-regression naive-bayes neural-networks scikit-learn tensorflow

Last synced: 30 Apr 2026

https://github.com/mehdishahbazi/logistic-regression-tensorflow-ovr

This repository contains the implementation of the Logistic Regression algorithm for classifying the Iris dataset using the One-vs-Rest (OvR) approach, developed with Python 3.12 and TensorFlow v2.16.

classification classifier ipynb ipython ipython-notebook iris iris-dataset logistic logistic-regression machine-learning one-vs-all one-vs-rest ova ovr python regression tensor tensorflow tensorflow2

Last synced: 04 Mar 2026

https://github.com/pratikshk16/nlp_in_tensorflow

I completed the TensorFlow NLP course on Coursera, covering sentiment analysis, word embeddings, and sequence models. This repo contains Jupyter notebooks for each week's assignments, along with notes and data used throughout the course. Dive into my work on text processing and text generation!

cnn keras lstm natural-language-generation natural-language-processing neural-network tensorflow

Last synced: 13 Feb 2026

https://github.com/alessandroryo/imageclassifier-ml-cnn-transferlearning-deployment

Image classification project using machine learning, CNN, and transfer learning. Includes model training and deployment examples with TensorFlow Lite (TFLite), TensorFlow SavedModel, and TensorFlow.js (TFJS). This repository provides scripts, models, and deployment guides for easy integration.

cnn computer-vision deep-learning image-classification machine-learning model-deployment python savedmodel tensorflow tensorflow-js tflite transfer-learning

Last synced: 13 Feb 2026

https://github.com/tanush-g/brain

This project aims to classify brain MRI images into four categories: Glioma, Meningioma, No tumor, and Pituitary tumor. It utilizes TensorFlow to build and train a convolutional neural network (CNN) for the task.

ai brain-imaging brain-tumor-classification brain-tumor-segmentation deep-learning deeplearning jupyter jupyter-notebook keras keras-classification-models keras-models keras-tensorflow machine-learning machinelearning neural-network neural-networks python tensorflow

Last synced: 04 Mar 2026

https://github.com/ralolooafanxyaiml/miara-llm-ai

A custom GPT-style Transformer Language Model built entirely from scratch using TensorFlow and Keras. No pre-trained APIs, just pure math and code.

attention-mechanism chatbot deep-learning from-scratch generative-ai gpt keras large-language-model llm natural-language-processing nlp python tensorflow text-generation transformer

Last synced: 13 Jan 2026

https://github.com/gamowy/urbansounds-classification

Classification of urban sounds using Tensorflow Keras

keras machine-learning python scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/cadojo/lord-robot-andy

Recreating Lord Andy's classics with Python (wrapped in Julia), thanks to Tensorflow and GPT

gpt-3 openai python3 tensorflow text-generation textgenrnn

Last synced: 06 Mar 2025

https://github.com/libra33a/retinopathy-ai

👁️ Detect Diabetic Retinopathy from retinal images using a CNN model in PyTorch, ensuring early intervention and reducing vision loss risks.

ai cnn-classification deep-learning healthcare-ai heidisql kaggle-competition machine-learning medical-imaging neural-network onnxruntime python pytorch resnet-152 retinal-fundus-images retinopathy scikit-learn tensorflow tkinter-gui

Last synced: 10 Apr 2026

https://github.com/chanmeng666/mnist-handwritten-digit-recognition-project

【Sprinkle some star dust on this repo! ⭐️ It's good karma!】A comprehensive implementation and analysis of handwritten digit recognition using multiple neural network architectures on the MNIST dataset. Features basic MLP, optimized feature-selected model, and deep CNN approaches with detailed performance comparisons and visualizations.

cnn computer-vision data-analysis data-visualization deep-learning feature-analysis handwritten-digit-recognition keras machine-learning mlp mnist model-optimization neural-networks python scikit-learn tensorflow

Last synced: 02 Apr 2026

https://github.com/pookie-n-rookie/ann-application-churn-prediction

Predicts the churn probablity based on available features.Just a basic project for practice

python streamlit tensorflow

Last synced: 14 Feb 2026

https://github.com/igelbox/anti-swear

An attempt to create a device which will recognize swear words in a speech

machine-learning speech-recognition tensorflow tflearn

Last synced: 19 Apr 2026

https://github.com/asynched/tensorflow-test

A basic Machine Learning Algorithm

ai ml python tensorflow

Last synced: 29 Apr 2026

https://github.com/bhuvan-s-prasad/bird_classification-resnet

A deep learning project utilizing ResNet-50 to classify images of 100 different bird species. This model uses transfer learning with data augmentation, learning rate scheduling, early stopping, and cross-entropy loss to achieve accurate classification.

css flask html javascript machine-learning neural-network python python3 pytorch resnet-50 tensorflow

Last synced: 14 Feb 2026

https://github.com/tejacherukuri/guided-context-gating

This is the official repository for ICIP'24 paper titled 'Guided Context Gating: Learning to Leverage Salient Lesions in Retinal Fundus Images'

jupyter-notebook keras python tensorflow

Last synced: 17 Apr 2026

https://github.com/shubhamahobia/rnn-classification

This project involves building a sentiment analysis model using Recurrent Neural Networks (RNN) to classify movie reviews from the IMDb dataset as either positive or negative. The IMDb dataset consists of 50,000 highly polarized movie reviews, with 25,000 labeled as positive and 25,000 as negatives.

keras-tensorflow machine-learning nlp python recurrent-neural-network recurrent-neural-networks simplernn tensorflow

Last synced: 28 Feb 2026

https://github.com/yisus82/zenva-deep-learning

The Complete Artificial Neural Networks Developer Course - Zenva.com

keras keras-neural-networks keras-tensorflow python python3 tensorflow

Last synced: 10 Apr 2026

https://github.com/juzo-re/heap-cnn

A simple CNN model for classifying images (like ReCAPTCHA) using TensorFlow and Keras.

ai cnn convulational deep deep-learning ia keras learning network neural neural-network recaptcha recaptcha-v2 recaptcha-v3 tensorflow

Last synced: 10 Apr 2026

https://github.com/satyamtripathi8/chatbot-using-nlp

This chatbot is an AI-powered conversational assistant built using TensorFlow and PyQt5. It features an interactive GUI with a smooth gradient background, and allows users to chat with the bot, receive responses, and clear chat history. It supports both "Send" button and Enter key for input submission.

nltk pyqt5 tensorflow

Last synced: 05 May 2026

https://github.com/ngoma1713/rushirb2001

🤖 Explore advanced AI and machine learning solutions for protein modeling and medical applications, developed by a dedicated data science graduate student.

computer-vision-opencv cuda data-science-portfolio deep-learning generative-ai machine-learning medical-ai protein-modeling published-researcher pytorch quantum-ml rag-chatbot tensorflow

Last synced: 02 May 2026

https://github.com/chirindaopensource/measuring_economic_outlook_in_news

End-to-End Python implementation of Beck et al.'s (2025) economic sentiment analysis framework for constructing a high-frequency economic sentiment indicator using 1024-dimensional Jina embeddings and LLM-generated training data. Features L2-regularized classification and rigorous POOS econometric validation with DM-HAC tests for GDP forecasting.

claude-ai computational-economics econometrics financial-modeling jina-embeddings llm nlp privacy-preserving-ml python regularized-regression reproducible-research scikit-learn sentiment-analysis statsmodels synthetic-data tensorflow time-series-forecasting transformers weak-supervision

Last synced: 30 Apr 2026

https://github.com/ahsankhizar5/facial-emotion-recognition-cnn

Facial emotion detection using Convolutional Neural Networks in TensorFlow and Keras — trained on grayscale image data to classify 7 basic emotions. Includes saved model and organized dataset folders.

cnn computer-vision deep-learning emotion-recognition image-classification keras python tensorflow

Last synced: 10 Apr 2026

https://github.com/arssite/dirty-cleanflooringimageprocessingusingyolov5

Uses YOLOv5 to classify floor cleanliness into five categories based on visual cues. It includes an annotated dataset, trained model,& evaluation outputs. Code covers data preprocessing, training, & testing. A comparative analysis highlights YOLOv5's advantages over traditional methods, providing an efficient solution automated floor cleanliness.

deep-neural-networks github google-colab jupyter-notebook labelimg matplotlib-pyplot numpy-library opencv-python pandas-python pytorch scikit-learn tensorflow yolov5

Last synced: 10 Apr 2026

https://github.com/europa502/cds

Content Detection System - Dectecting the occerance of objects in a movie/video.

opencv tensorflow

Last synced: 16 Apr 2026

https://github.com/pathak-ashutosh/tensorflow-like-api

A TensorFlow like API, although very simple, which can perform basic tasks of TensorFlow

api machine-learning python tensorflow

Last synced: 05 May 2026

https://github.com/sarangs1621/crop-disease-detection

Crop Disease Detection using Deep Learning employs the ResNet29 model to identify and diagnose 38 distinct crop diseases. Utilizing the Plant Village dataset, this project achieves high accuracy in detecting diseases, helping to improve agricultural sustainability through timely and automated disease detection.

agriculture ai-for-agriculture crop-disease-detection deep-learning image-classification neural-networks plant-village-dataset pytorch resnet29 tensorflow

Last synced: 04 May 2026

https://github.com/paultheal1en/dsc-fact-checking

Fact-checking project classifying claims as SUPPORTED, REFUTED, or NEI. Uses ANN, DNN, RNN, CNN, Random Forest, PhoBERT, and Sentence Transformers.

deep-learning fact-checking keras machine-learning nlp phobert random-forest scikit-learn sentence-transformers tensorflow transformers

Last synced: 16 Apr 2026

https://github.com/waveywaves/tensorflow_from_scratch

Learning Machine Learning with Tensorflow from the very basics.

basics howto scratch tensorflow

Last synced: 01 May 2026

https://github.com/rafael-santamaria-ortega/neural-network-malicious-url-prediction

Neural Network to predict if URLs are malicious or not built using Python, a Jupyter Notebook and TensorFlow.

deep-learning jupyter-notebook malicious-url-detection neural-network python tensorflow

Last synced: 13 Apr 2026

https://github.com/albanecoiffe/mlp_approximation_universelle

Étude de l'approximation universelle dans les réseaux de neurones.

mlp tensorflow

Last synced: 26 Mar 2025

https://github.com/nadjanayara/airquality-multivariatetimeseries-lstm

Predicting air quality indicators with LSTM approach, using multivariable time series data collected from multiple pollutants alongside weather variables. After preprocessing and exploratory data analysis, the dataset was normalized and modeled using LSTM neural networks in TensorFlow/Keras, with hyperparameter optimization via Keras Tuner.

keras lstm multivariate tensorflow time-series

Last synced: 09 May 2026

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/mr-ravin/visual-linguistic-model

This repository contains the modules of Visual linguistic model.

deep-learning research-project tensorflow

Last synced: 17 Mar 2025

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/ashly1991/mnist-cnn-keras-tf2

MNIST convolutional neural network with Keras (TensorFlow 2). Conv2D/MaxPool2D → Dense, trained with Adam; easily extendable to Fashion-MNIST/CIFAR.

adam cnn computer-vision deep-learning jupyter-notebook keras machine-learning mnist tensorflow

Last synced: 13 Apr 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/ashly1991/resnet-graphs-keras-tf2

TensorFlow 2 graph execution (@tf.function, optional JIT) and a compact ResNet built with the Keras Functional API

deep-learning functional-api graph-execution jit jupyter-notebook keras machine-learning resnet tensorflow

Last synced: 13 Apr 2026

https://github.com/willigarneau/tensorflow-learning

🧠⚡ Series of exercices made by Tensorflow to learn the basics of machine learning and the fundamentals of their API. 💻

ai machine-learning tensorflow tensorflow-tutorials tutorials

Last synced: 16 Mar 2025

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/lee-seokmin/TrafficLightRecognition

python tensorflow를 이용한 신호등 분류

image-recognition python tensorflow

Last synced: 06 Oct 2025

https://github.com/smartibase/smart-transformers

Smart Transformers are a versatile machine learning tool that can be integrated with Pytorch, TensorFlow, and JAX. Smart transformers provide accurate computations required for cryptographic algorithms. These transformers is that they are independent modules, making it efficient to experiment with various research projects related to cryptanalysis

algorithms crypto cryptocurrency cryptography deep-learning jax machine-learning pytorch tensorflow transformer

Last synced: 28 Feb 2025

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/weiiilunnnn/financial-sentiment-predictor

Predicting stock movement using technical indicators and FinBERT-based sentiment analysis with LSTM.

investing machine-learning python stock-price-prediction tensorflow

Last synced: 14 May 2026

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

Studying Best Practices of TensorFlow

tensorflow

Last synced: 06 Oct 2025

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/codecraft-sanju/medvisionai-medical-image-ai-vision.

MedVisionAI is an AI-powered platform that analyzes ultrasound images to detect PCOS and provide actionable recommendations. Using CNN-based deep learning and generative AI, it ensures fast, accurate diagnosis, reduces errors, and supports clinicians with instant insights all while maintaining patient privacy and compliance.

deep-learning fastapi gemini-api genai keras-tensorflow machine-learning matplotlib python react scikit-learn seaborn tailwindcss tensorflow

Last synced: 07 Sep 2025

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/muhammadtayyebhamid/cifar-10

Implemented Cifar-10 without using any pre-trained model with an accuracy of 75%.

cifar-10 cifar10-classification cnn cnn-model deep-learning image-classification machine-learning neural-networks tensorflow

Last synced: 01 Mar 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/codebywiam/painting-cyclegan

This project implements a CycleGAN (Generative Adversarial Network) to transfer the artistic style of Claude Monet's paintings to regular photographs.

computer-vision cyclegan gan keras style-transfer tensorflow

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/parth147op/intel-image-classification

Intel Image Classification using CNN & Transfer Learning (VGG16) with Streamlit demo.

cnn computer-vision deep-learning image-classification keras streamlit tensorflow transfer-learning

Last synced: 04 May 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/sudharshan-bathini/chat-bot-using-cornell-movie-data-set

Developed an AI chatbot using the Cornell Movie Dialogs dataset; trained an LSTM-based model to generate context-aware, conversational responses for user inputs.

keras lstm-sentiment-analysis neural-networks nlp numpy python tensorflow tokenizer

Last synced: 08 Apr 2026

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/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/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/gutsperro/ai-gpu-playground-mac

🚀 Explore GPU capabilities on Mac with hands-on comparisons of CPU and Metal GPU performance for AI training using PyTorch and TensorFlow.

apple-silicon benchmark deep-learning education gpu hands-on llamacpp matrix-multiplication metal mlx mps pytorch tensorflow tflops tokens-per-second

Last synced: 03 May 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/zolppy/recommendation-system

This project demonstrates the creation of a content-based image recommendation system. It leverages a pre-trained VGG16 deep learning model to extract meaningful feature vectors from images. These features are then compared using cosine similarity to identify and recommend visually similar images.

computer-vision deep-learning keras machine-learning numpy recommendation-system sklearn tensorflow vgg16

Last synced: 12 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