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/dimits-ts/text_analytics

Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting

baseline-model bert cnn fasttext-embeddings language-modeling llm mlp-classifier pos-tagging prompting pytorch rnn sentiment-analysis sklearn spell-correction tensorflow text-generation transformers transformers-library

Last synced: 09 Apr 2026

https://github.com/cnoret/sms-spam-detector

A Streamlit-based SMS spam detection app powered by deep learning. Real-time predictions, interactive visualizations, and Docker/Streamlit Cloud deployments included.

deeplearning docker huggingface-spaces nlp sms-classification spam-detection streamlit tensorflow

Last synced: 04 Apr 2025

https://github.com/riju18/convolutional_neural_networks_image_recognition

Convolutional Neural Network is widely used as image-audio-video recognition. the simple project is about to recognize 2 animal by training 8,000 images

cnn jupyter-notebook kaggle-dataset keras tensorflow

Last synced: 10 Apr 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/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/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/kr1shnasomani/ToneSense

Speech emotion recognition from audio clips using CNN

cnn-classification computer-vision keras lstm tensorflow

Last synced: 16 Aug 2025

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/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/kienpc1234/kientf_object_detection

KienTF Object Detection is an improved version of the original object_detection repository, addressing various issues and enhancing stability. This project aims to fix bugs, optimize performance, and ensure better compatibility for real-world object detection tasks.

kientf machine-learning object-detection opencv pakage pip python python3 tensorflow tensorflow-lite tensorflow2

Last synced: 13 Apr 2026

https://github.com/florianwoelki/aerial_cactus_cnn

A CNN for an aerial cactus classification competition.

aerial-cactus classification cnn keras tensorflow

Last synced: 09 Apr 2026

https://github.com/YehiaSharawy/Image-Classification-of-Rock-Paper-Scissors-using-Convolutional-Neural-Network

CNN model to classify hand gesture images of rock, paper, and scissors with the help of Tensorflow and Keras packages.

cnn-classification keras python rock-paper-scissors tensorflow

Last synced: 15 Aug 2025

https://github.com/justanothercoder/lstm-optimizer-tf

In this repository implementation of trainable optimizer in tensorflow is maintained.

lstm optimization tensorflow

Last synced: 21 May 2026

https://github.com/krishnaura45/imagequant

Combining NLP and Deep Learning for Image-Based Entity Extraction

cnn deep-learning easyocr gpu keras-ocr lstm machine-learning nlp ocr opencv pillow pytesseract pytorch resnet-50 tensorflow

Last synced: 19 Jan 2026

https://github.com/shixi99/spam-classification-rest-api

Spam Classification Rest API using Keras, FastAPI & NoSQL

cassandra fastapi keras nosql python tensorflow

Last synced: 07 Apr 2026

https://github.com/dhruv9068/detectly

Detectly-Object Detection Website

react-router reactjs tailwind-css tensorflow

Last synced: 24 Jun 2025

https://github.com/abdelrahman-amen/sentiment_analysis_using_lstm_gru

This project aims to perform sentiment analysis on the IMDB movie reviews dataset. Sentiment analysis involves classifying text into categories such as positive or negative based on the sentiment conveyed in the text , using LSTM and GRU.

gru imdb-dataset lstm nltk python sentiment-analysis tensorflow tokenization wordem

Last synced: 08 May 2026

https://github.com/abhigyan126/plant-doctor

An AI model trained on Plant village dataset implemented as an android application

android-application apk classification crop desease-detection plant tensorflow tensorflow-lite

Last synced: 09 Apr 2026

https://github.com/falitroke/stock-price-predictor

A machine learning tool to predict stock prices using historical data and LSTM models, with visualizations.

ci-cd data-science docker lstm machine-learning pandas predictive-modeling python stock-prediction tensorflow

Last synced: 11 Apr 2026

https://github.com/jay4codes/time-series-comparative-analysis

A comparative analysis of various time series models on JP Morgan's stock price data for stock price predictive analysis

scikit-learn tensorflow time-series-analysis

Last synced: 10 May 2026

https://github.com/shoaib1522/credit-card-fraud-analysis

"A comprehensive project on Credit Card Fraud Detection combining Exploratory Data Analysis, Machine Learning, and an interactive Streamlit web app for real-world applicability."

eda epochs mlp-classifier neural-network numpy pandas-python perceptron-learning-algorithm python regression sckiit-learn seaborn streamlit streamlit-webapp tensorflow

Last synced: 09 Apr 2026

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

End to end deep learning project to classify disease in potato plant as either early blight, late blight or healthy.

fastapi keras tensorflow

Last synced: 09 Apr 2026

https://github.com/nikhilroxtomar/gradcam-in-tensorflow

A simple implementation of GradCAM (Gradient-weighted Class Activation Mapping) using TensorFlow and OpenCV.

gradcam gradcam-heatmap gradcam-visualization tensorflow

Last synced: 20 May 2026

https://github.com/kwokhing/tf2-cifar10-cnn-demo

Demo on performing multiclass image classification using Convolutional Neural Network (CNN) in Tensorflow 2. Techniques such as earlystopping, batchnormalizing and dropout are explored to prevent overfitting

batchnormalization cifar10 cnn-classification convolutional-layers convolutional-neural-networks dropout earlystopping savedmodel tensorboard tensorflow tensorflow2 vgg

Last synced: 10 May 2026

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

A basic Machine Learning Algorithm

ai ml python tensorflow

Last synced: 29 Apr 2026

https://github.com/mjsandagi/libra-justitiae

A predictive machine learning model that recommends prosecution sentences based on criminal data.

keras machine-learning tensorflow

Last synced: 09 Apr 2026

https://github.com/derak-isaack/text_classifier

Streamlit application deployment to classify text as ham or spasm

keras-tensorflow nlp streamlit tensorflow

Last synced: 02 Jan 2026

https://github.com/michelecortiana/digitml

This school project uses Machine Learning 🤖 to recognize digits and letters with an advanced algorithm. It includes a Java servlet ☕ for the backend, a PHP web app 🌐 for the UI, an Android app 📱 for mobile access, and a Python server 🐍 (Flask + TensorFlow) for image processing. 🚀

androidstudio apachenetbeans flask java machine-learning php servlet tensorflow

Last synced: 09 Apr 2026

https://github.com/nurulashraf/ann-house-price-prediction

Predicting house prices with a simple neural network using TensorFlow/Keras. Synthetic data based on size, bedrooms, and location is used to train the model.

data-science house-price-prediction keras machine-learning neural-network regression synthetic-data tensorflow

Last synced: 18 May 2026

https://github.com/sanaz-all/spam-message-classifier

SMS Spam Classifier using Neural Networks

ai keras neural-network perseptron python sklearn tensorflow

Last synced: 05 May 2026

https://github.com/mohamed-walied/emotion-detection

Computer vision project that detect your face and recognize your emotion using CNN. I have done this project in collaboration with my friend Seif Elkerdany. We changed in the architecture of CNN by replacement the ReLU activation function by Swish (or SeLU) activaiton function and it leads to amazing accuracy.

cnn-architecture convolutional-neural-networks deep-learning deep-neural-networks emotion-detection emotion-recognition haarcascade-frontalface keras python streamlit tensorflow

Last synced: 15 Apr 2026

https://github.com/aravinda-1402/covid-detection-model-using-chest-x-ray

The objective of this project is to develop a Deep Learning Model to identify the X-Rays of healthy vs. Pneumonia (Corona) afflicted patients using the Chest X-Ray dataset, and use this model to power the AI application to test the Corona Virus in a faster phase.

classification cnn covid flask keras numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/jhrcook/rl-playground

A Jupyter Lab for experimenting with Reinforcement Learning.

deep-q-network jupyter-lab jupyter-notebook jupyterlab reinforcement-learning tensorflow tensorflow2

Last synced: 01 May 2026

https://github.com/anu-gtb/diabetic_retinopathy_stage_prediction

Diabetic Retinopathy stage prediction model - A Convulational Neural Network trained and fine-tuned on large human eye image dataset containing images and corresponding labels representing 5 levels of diabetic retinopathy.

classification cnn-classification computer-vision data-science image-classification image-processing image-recognition keras-tensorflow machine-learning neural-networks predictive-modeling python3 tensorflow training

Last synced: 10 Apr 2026

https://github.com/gauravtrivedi967/sentiment-analysis-for-depression-based-on-social-media-post

This project will scrap subreddits from reddit and then it will use deep learning for training the model, and then it is deployed on flask using a simple GUI

cnn-classification cnn-model csv deep-learning flask html5 keras pickle python sentiment-analysis tensorflow

Last synced: 09 Apr 2026

https://github.com/filnow/forest-cover

training, evaluation and api for forest-cover dataset

forest-cover-type-prediction kaggle keras keras-tuner rest-api sklearn tensorflow

Last synced: 09 Apr 2026

https://github.com/shibam120302/pancard_tempering_dectector_app

The purpose of this project is to detect tampering/fraud of PAN cards using computer vision. This project will help the different organizations in detecting whether the Id i.e. the PAN card provided to them by their employees or customers or anyone is original or not.

flask flask-application juypter-notebook opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/soupu07/image_classification

The project aimed to develop a machine learning model using TensorFlow and Keras to classify images of clothing items from the Fashion MNIST dataset.

data-science data-science-projects deep-learning keras-tensorflow python python-data-analysis python-programming-language tensorflow

Last synced: 10 Apr 2026

https://github.com/tejacherukuri/rhd

Retinal Health Diagnostics is an Intelligent Computer Aided Diagnostic Application for diagnosing retinal diseases

aws computer-vision deep-learning flask machine-learning python tensorflow

Last synced: 11 Apr 2026

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/en10/buildtf

Build Tensorflow from Source

bazel build source tensorflow wheel

Last synced: 11 Apr 2026

https://github.com/mauriciovazquezm/skin_cancer_detection_project

A technological solution is sought that enables individuals to assess their own skin lesions through automated image analysis, thereby facilitating early detection and improving patient outcomes.

cancer-detection classification-model data-mining health-check neural-network pytorch tensorflow

Last synced: 03 Feb 2026

https://github.com/zackakil/robo-videographer-app

Version 2 of rugby recording robot built into a mobile app with better machine learning.

android arduino artificial-intelligence machine-vision sports tensorflow

Last synced: 11 Apr 2026

https://github.com/viddesh1/hte

Implementation of the TCS ION Remote Internship RIO-125

ai cnn computer-vision crnn-ocr ctc-loss keras matplotlib-pyplot 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/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/pradeep31747/signtech-real-time-sign_language_recognition

SignTech: Real-time Sign Language Recognition SignTech leverages advanced computer vision and machine learning to translate sign language gestures into text or speech in real-time. This innovative system bridges communication gaps, making interactions between deaf and hearing communities more inclusive and accessible.

cnn digitrecognition git machine-learning opencv python tensorflow

Last synced: 11 Apr 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/pardhuu66/college-id-validator

FastAPI-based offline College ID Validator with Docker support

base64 dnn docker easyocr fastapi mobilenetv2 numpy onnx onnxruntime opencv pillow pydantic python tensorflow uvicorn

Last synced: 11 Apr 2026

https://github.com/sakhileln/multimodal-chatbot-with-memory

A lightweight, CLI-based conversational agent that processes text and image inputs, remembers past interactions.

chatbot machine-learning nlp numpy opencv spacy tensorflow

Last synced: 11 Apr 2026

https://github.com/mjul/tensorflow-on-gcp-ml-engine-lab

Playing around with running Tensorflow on GCP ML Engine

google-cloud ml-engine tensorflow

Last synced: 06 Apr 2025

https://github.com/heitan104/truesight

Detect AI-generated short-form videos using deep learning. Built with Flask, TensorFlow, and React Native.

ai-detection deepfake expo flask hackathon keras mobile-app opencv react-native spurhacks tensorflow video-analysis

Last synced: 11 Apr 2026

https://github.com/mohammadshahidbeigh/google-colab-notebooks

This repository includes a variety of notebooks designed for tasks ranging from generative ai text models to image generation and model training to data analysis and visualization.

ai-agents awsbedrock crewai diffusion-models fine-tuning flux generative-ai huggingface-models langchain-python llama-index llama3 llmops llms open-source python pytorch retrieval-augmented-generation stable-diffusion tensorflow vectordb

Last synced: 11 Apr 2026

https://github.com/jrcasso/jupyter-notebook-template

Jupyter Notebook DevContainer development: a container-native development setup

container docker jupyter notebook python tensorflow

Last synced: 13 Apr 2026

https://github.com/msikorski93/persian-digits-lenet-5-scikit-learn

Image recognition on Persian handwritten digits with LeNet-5 neural network and scikit-learn models.

classification gradient-boosting hard-voting-classifier image-recognition k-nearest-neighbors lenet-5 lightgbm persian-digits tensorflow

Last synced: 14 May 2026

https://github.com/kirtipratihar/python_libraries_for_ds

This repository serves as a comprehensive guide to Python programming for Data Science. It covers essential topics like data manipulation, data visualization, machine learning, and statistical analysis using popular libraries such as Pandas, NumPy, Matplotlib, Seaborn, and Scikit-Learn.

artificial-intelligence machine-learning numpy pandas python scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/alvii147/banglanotepad

Bengali character and numeral recognition project

css flask javascript keras pillow pyqt5 python tensorflow

Last synced: 11 Apr 2026

https://github.com/n-ziermann/tf-js-storage

A way to store tensorflow.js tensors in web storage

javascript storing-tensors tensor tensorflow tensorflow-js web-storage

Last synced: 01 Oct 2025

https://github.com/flavienbwk/tensorflow2-cuda-10.2-docker

Tensorflow 2.3, CUDA 10.2, Docker compatible image

cuda docker python3 tensorflow ubuntu1804

Last synced: 11 Apr 2026

https://github.com/gbenson/bkdk

Block game machine learning thing

keras machine-learning neural-networks tensorflow

Last synced: 01 May 2026

https://github.com/guslovesmath/braintumorclassifier-cnn-tf2.16

TensorFlow 2.16 CNN for brain tumor classification with 99.7% accuracy. Features data augmentation, ReduceLROnPlateau, ModelCheckpoint for optimization, and GPU support. Explore the efficient architecture and training process.

classification cnn deep-learning keras python tensorflow

Last synced: 18 Apr 2026

https://github.com/phdenzel/deep-gesture

An LSTM action recognition program that facilitates data collection for training and allows for real-time processing

keras mediapipe opencv-python python3 tensorflow

Last synced: 11 Apr 2026

https://github.com/pramodyasahan/custom-image-classification-model

This repository hosts a TensorFlow-based custom image classification model. The model is designed to classify images into binary classes, labeled as 'Happy' and 'Sad'.

computer-vision convolutional-neural-networks cv2 keras matplotlib numpy tensorflow

Last synced: 11 Apr 2026

https://github.com/cyprianfusi/predicting-listing-gains-in-the-indian-ipo-market-using-tensorflow

A test accuracy of 75% with just 319 observations is encouraging but not good enough. With more observations and further tweaking, a much higher accuracy could be achieved. Listing gains are the percentage increase in the share price of a company from its IPO issue price on the day of listing

binary-classification deep-learning keras neural-networks python3 regularization tensorflow

Last synced: 19 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