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/datarohit/deep-audio-classification

This project aims to build a deep learning model for counting the number of Capuchinbird calls within a given audio clips. Here audio spectrograms and split-window approach is used to count the bird calls in the the audio.

audio-classification audio-processing deep-learning image-classification spectrogram tensorflow

Last synced: 19 May 2026

https://github.com/joemathew2004/digit_recognition-cnn

A Streamlit web application that recognizes handwritten digits (0-9) using a Convolutional Neural Network trained on the MNIST dataset. Draw digits on an interactive canvas and get real-time predictions with confidence scores.

cnn-model digit-recognition mnist-dataset neural-network python streamlit tensorflow

Last synced: 10 May 2026

https://github.com/gayanvoice/tensorflowhub-retrain.py

Using TensorFlow hub to retrain a data set and testing

beginner image-classification python-3-6 tensorflow tensorflow-hub

Last synced: 16 May 2026

https://github.com/thogaruchesti-hemanth/guessing_numbers

An AI-powered number guessing game built with Python and Keras. The model is trained on a Kaggle dataset using a neural network with categorical_crossentropy loss and the Adam optimizer to classify and predict the correct number. A fun and educational project showcasing basic deep learning for multi-class classification.

ai-project artificial-intelligence beginner-project classification deep-learning educational-project kaggle-dataset keras machine-learning neural-networks number-gussing python tensorflow

Last synced: 07 Apr 2026

https://github.com/jersongb22/computervision

Links to my repositories with a wide variety of Computer Vision models using CNNs, Transfer Learning, and Vision Transformer with TensorFlow, PyTorch, Hugging Face and Ultralytics.

cnn computer-vision convnextv2 efficientnetv2 hugging-face image-captioning image-classification image-segmentation lenet-5 object-detection opencv plotly python pytorch scikit-learn tensorflow ultralytics video-classification vision-transformer yolo11

Last synced: 12 Apr 2026

https://github.com/lovesaroha/movie-reviews-sentiment-analysis

Sentiment analysis is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically identify, extract, quantify, and study affective states and subjective information.

javascript machine-learning movie-reviews sentiment-analysis tensorflow

Last synced: 04 May 2026

https://github.com/dallas-foster/apeworks

Machine Learning Poker Model

machine-learning python tensorflow

Last synced: 28 Apr 2026

https://github.com/skovy/tensorflow-dice-model

🎲 Tensorflow Lite models for detecting and classifying dice

dice image-classification object-detection tensorflow tensorflow-lite

Last synced: 16 May 2026

https://github.com/khaledkamr/image-classification

A deep learning project using CNNs to classify fruits and vegetables images, built with TensorFlow and Keras, showcasing image recognition and model training.

cnn-classification jupyter-notebook keras numpy python streamlit tensorflow

Last synced: 07 Apr 2026

https://github.com/samyak2/fourier-dnn

Tensorflow 2.0 implementation of fourier feature mapping networks.

fourier-features tensorflow

Last synced: 15 May 2026

https://github.com/ameyagodbole/augmented-dtree

Library to embed complex classifiers in decision tree nodes

cnn decision-tree neural-network tensorflow

Last synced: 02 May 2026

https://github.com/linchuming/tensorflow_tutorial

Tensorflow Chinese Tutorial

tensorflow tensorflow-tutorials

Last synced: 03 Apr 2025

https://github.com/bvwells/golang-tensorflow

A golang tensorflow build image library

go golang tensorflow

Last synced: 19 Jan 2026

https://github.com/tigriscloud/deep-camera-relocalize

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization, Geometric loss functions for camera pose regression with deep learning, PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization

camera-relocalization deep-learning python tensorflow

Last synced: 17 May 2026

https://github.com/amirdh17/deep-learning-for-alzheimer-disease-detection-a-cnn-approach

Using CNN model, Alzheimer's disease can be detected in four classes (non, very mild, mild, moderate). Trained model is integrated into a python application which enable user to detect Alzheimer's disease by importing 3D MRI image (NIfTI format).

augmentation deep-learning jupyter-notebook keras kivy nibabel opencv-python pillow preprocessing python tensorflow

Last synced: 05 Apr 2026

https://github.com/khirotaka/tf_eager_samples

Samples of TensorFlow Eager Execution

tensorflow tensorflow-eager tensorflow-examples

Last synced: 18 Apr 2026

https://github.com/rexsimiloluwah/fastapi-ml-apps

Machine learning apps built with FastAPI

docker fastapi machine-learning python scikit-learn tensorflow

Last synced: 05 Apr 2026

https://github.com/raheemadamboev/landmark-recognizer

A simple app that demonstrates analyzing images and recognizing landmarks using TensorFlow AI models alongside with CameraX

camera2 camerax jetpack-compose material3 tensorflow

Last synced: 17 May 2026

https://github.com/realmir1/eyedisease-cnn-classifier

This deep learning model detects eye diseases using CNNs. Trained on an image dataset, it predicts conditions with high accuracy. Ideal for AI-driven medical diagnosis!

cnn deep-learning eye-diseases healthcare healthcaretechnology image-processing machine-learning medicalai tensorflow

Last synced: 15 May 2026

https://github.com/furkantsnb/coalclassifie

CoalClassifier: A deep learning model for classifying coal types using EfficientNetB0-based transfer learning and fine-tuning techniques. This project is designed to accurately distinguish between Anthracite, Bituminous, Lignite, and Peat classes and is developed using TensorFlow/Keras

coal-classification computer-vision data-visualization efficientnetb0 image-classification keras python streamlit tensorflow

Last synced: 05 Apr 2026

https://github.com/himaprasoonpt/conv_models

Classic Convolutional Models

alexn conv keras tensorflow tensorflow2

Last synced: 12 Mar 2025

https://github.com/manikantasanjay/indian_number_plate_character_recognition

Character Recognition of Indian Number Plates Using Deep Learning Model Architecture(CNN).

computer-vision deep-learning image-processing keras machine-learning opencv tensorflow

Last synced: 11 Apr 2025

https://github.com/ondrejbiza/vae

Variational autoencoders implemented in Tensorflow.

deep-learning deep-neural-networks tensorflow variational-autoencoders vq-vae

Last synced: 17 May 2026

https://github.com/zackakil/oreilly-ai-conference-pragmatic-ml

Code content for my session at O'Reilly AI Conference 2018 about pragmatic ML development with SciKit Learn & TensorFlow using Google ML Engine.

colab-notebook gcp gcp-cloud-functions google-cloud jupyter-notebook machine-learning sklearn tensorflow

Last synced: 06 May 2026

https://github.com/mehdi342/memoraith

Memoraith: A lightweight, versatile model profiler for deep learning frameworks. Optimize your neural networks with detailed insights on memory usage, computation time, and performance bottlenecks.

deep-learning machine-learning memory-profiling model-profiling optimization performance-analysis pytorch tensorflow

Last synced: 04 Apr 2025

https://github.com/stifler7/text-to-image-generation

To build a system that generates realistic images from textual descriptions using pretrained models like Stable Diffusion, DALL-E, or similar architectures. The system leverages pretrained transformer-based models for both text and image understanding and generation.

cv2 gans generative-ai tensorflow torch torchvision

Last synced: 16 May 2026

https://github.com/neoanarika/cnn-using-swish

CNN trained on MNIST using swish

cnn tensorflow

Last synced: 01 May 2025

https://github.com/ridadogrul/tensorflow-similarity-tripletloss

Tensorflow Similarity implementation of Image Matching with Triplet Loss on the caltech_birds2011 dataset.

tensorflow tensorflow-similarity triplet-loss

Last synced: 16 May 2026

https://github.com/firefly55lm/cnn_for_pokemon_detection

Convolutional Neural Network for Pokémon detection

computer-vision convolutional-neural-networks pokemon python tensorflow

Last synced: 09 May 2026

https://github.com/pnnl/proxytsprd

Proxy application for analyzing dynamical systems.

dynamical-systems horovod machine-learning pytorch tensorflow

Last synced: 16 May 2026

https://github.com/putraxor/forex_tl_resnet

Complete 37 Forex Instruments Pretrained ResNet Transfer Learning for Price Movement Classification (Keras-Tensorflow)

forex keras resnet tensorflow timeseries

Last synced: 17 May 2026

https://github.com/proutkarsh3104/chess-ai-utkarsh

This project implements a neural network-based chess AI using TensorFlow and Keras. The model uses convolutional layers and residual blocks to predict the best chess moves and evaluate board states. It combines policy and value predictions to create a robust chess-playing AI, inspired by AlphaZero's architecture.

board-representation-in-machine-learning chess-ai data-generators deep-learning fen-parsing mixed-precision-training neural-networks python reinforcement-learning-concepts residual-networks tensorflow

Last synced: 16 May 2026

https://github.com/nitish2773/vision-bot

The Vision Bot is an AI-powered application designed to analyze images captured from a webcam and dynamically answer user questions about the image. By leveraging the power of computer vision and natural language processing.

artificial-intelligence python3 tensorflow

Last synced: 17 May 2026

https://github.com/onnesok/machine-vision

tensorflow object detection codes. This project can be implemented in many automation and robotics projects.

machine-vision opencv tensorflow tensorflow2

Last synced: 08 May 2026

https://github.com/saeun-park/deep-learning

딥러닝 스터디 및 학부연구생

deep-learning konlpy natural-language-processing tensorflow

Last synced: 10 May 2026

https://github.com/kurai-sx/data-extraction-and-sentiment-analysis-using-nlp

In this repository, you will be able to get how to extract text from the title and content from any article. Also using this extractede data to define the sentiment of the sentence.

ai data-extraction data-science machine-learning nlp nltk-python python sentiment-analysis tensorflow text-analysis

Last synced: 21 Jun 2025

https://github.com/ezzaldeeen/sentweets

A simple tool for streaming and analyzing Twitter data in real-time.

sentiment-analysis tensorflow tweets

Last synced: 14 May 2026

https://github.com/sminerport/word2vecskipgramtensorflow

Word2Vec Skip-Gram model implementation using TensorFlow 2.0 to learn word embeddings from a small Wikipedia dataset (text8). Includes training, evaluation, and cosine similarity-based nearest neighbors

cosine-similarity language-model machine-learning natural-language-processing neural-networks skip-gram tensorflow tensorflow2 text8-dataset wikipedia word-embeddings word2vec

Last synced: 22 Jun 2025

https://github.com/bensuperpc/docker-tensorflow

tensorflow in docker

dcoker tensorflow tensorflow2

Last synced: 02 Jul 2026

https://github.com/adi2334/image-caption-generator

This project implements an image captioning model using a CNN-LSTM architecture. The model takes an image as input and generates a descriptive caption using natural language processing techniques

cnn computer-vision deep-learning imagecaptioning lstm machine-learning neural-network tensorflow

Last synced: 21 Apr 2026

https://github.com/kozistr/tacotron-tensorflow

A TensorFlow implementation of Google's Tacotron speech synthesis

tacotron tensorflow tts

Last synced: 17 May 2026

https://github.com/hq969/ecomind

EcoMind is an end-to-end AI-driven sustainability platform designed to address two critical global challenges: accurate climate forecasting and energy-efficient computing infrastructure. The system integrates multimodal climate datasets (temperature, CO₂, humidity, sea-level data) with deep learning models to generate predictive climate scenarios.

kubernetes numpy pandas python reinforcement-learning tensorflow

Last synced: 01 Jul 2026

https://github.com/sonhm3029/on-device-training-tensorflowlite

This project is simple training tensorflowlite on mobile device - android for braintumor classification

federated-learning on-device-deep-learning on-device-training tensorflow tensorflow-lite

Last synced: 17 May 2026

https://github.com/takkii/rock_ptarmigan

[PyPi] Approximate value evaluation 📊

approximate keras pca rock-ptarmigan scikit-learn tensorflow

Last synced: 10 May 2026

https://github.com/wj-mcat/tensorflow2-nlp-getting-started

💯 💯 通过一系列的案例快速上手tensorflow2,以及自然语言处理的相关任务 ✨ ✨

natural-language-processing nlp tensorflow tensorflow2

Last synced: 15 May 2026

https://github.com/mohdadil1/covid-19-preventions-desktop-app

Desktop Application for Real-Time Social Distancing and Mask Detection using OpenCV, Deep Learning, and Python. This application monitors live video or IP camera feeds and allows switching between social distancing and mask detection modes. A user-friendly GUI enables easy interaction and configuration.

caffemodel deep-learning imutils mask-detection mobilenetv2 opencv pygame-audio real-time-monitoring social-distancing-detection tensorflow tkinter-gui transfer-learning yolov3

Last synced: 11 May 2026

https://github.com/hussaino03/tohacks

Trained Model To Convert Image Text To Speech

django ml python tensorflow

Last synced: 12 Apr 2026

https://github.com/amgawishx/dnn_vision_classifiers

End-to-end ML pipeline for trainning different DNN vision classifiers and comparing them.

cnn deep-learning image-classification kaggle machine-learning tensorflow transformers

Last synced: 10 May 2026

https://github.com/marcus-24/tensorflow_v_pytorch

This repository is a quick project to transfer my TensorFlow framework knowledge to Pytorch

computer-vision forecasting-models python pytorch sentiment-analysis tensorflow

Last synced: 17 Jul 2025

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/inviii/ava

AVA is an AI/ML-based open-source program designed for fully autonomous Cars and Drones. AVA stands for AUTONOMOUS VEHICLE & AVIATION

ava aviation computer-vision convolutional-neural-networks deep-neural-networks lane-finding machine-learning self-driving-car tensorflow traffic-sign-classification vehicle-detection

Last synced: 15 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/poodarchu/models.tf

papers implementation during learning dl and tensorflow.

deep-neural-networks tensorflow transfer-learning

Last synced: 19 Apr 2026

https://github.com/zee-bit/team-apocalypse

This is the official repo of Team Apocalypse, BIT Mesra, for IEEE Mega Project'20.

audio deepspeech electron flask python3 speech-to-text team-apocalypse tensorflow

Last synced: 14 Apr 2026

https://github.com/vatsmyname/attendance-monitoring-system

Attendance Monitoring System that has a tracker, face detection, face recognition and database connectivity all integrated together. The tracker is based on Strongsort, yolov8 is used for face detection, InceptionResnet is used for face recognition and MySQL for database connectivity.

deep-learning face-recognition inception-resnet machine-learning mysql mysql-database opencv python pytorch tensorflow tracker yolo-v8

Last synced: 14 Apr 2026

https://github.com/silvermete0r/oraclus-cryptopappy-web-app

Oraclus - CryptoPappy. Cryptocurrency Analysis App based on Streamlit framework.

cryptocurrency news-api streamlit tensorflow

Last synced: 13 Apr 2026

https://github.com/krisharul26/tensorflow_certificate_exam-prepration

This is repo is in development. It is used to keep resources, course references, and code examples while preparing for the TensorFlow Developer Certification exam. If the work here helps you in some way please feel free to share, fork, or star.

efficientnet nlp-machine-learning optimization-algorithms pycharm-ide python resnet rmsprop tensorflow tensorflowhub tesnsorboard transfer-learning

Last synced: 19 Jan 2026

https://github.com/ksharma67/easyway

On Demand Home Services offers you all the home services that you may need, such as maintenance, cleaning, personal services, etc..

agile-development angular angularjs aws cucumber cypress deep-learning flask flask-api golang golang-api golang-server gorm-model javascript mysql nodejs orm python software-engineering tensorflow

Last synced: 10 Oct 2025

https://github.com/sarthak-1408/tensorflow-basic-to-advanced

"Tensorflow zero to advanced" cover all the topics related to deep learning and explains each section in an easy and efficient way.

cnn-classification cnn-keras computer-vision keras-neural-networks keras-tensorflow neural-network tensorflow tensorflow-tutorials tensorflow2

Last synced: 21 Jan 2026

https://github.com/snat1505027/weightgrad

WeightGrad: Geo-Distributed Data Analysis Using Quantization for Faster Convergence and Better Accuracy

cifar10 cnn imagenet machine-learning python tensorflow

Last synced: 13 Apr 2026

https://github.com/amitkumarj441/chatbot

Building a Flask based ChatBot using seq2seq model

flask python3 seq2seq-model tensorflow

Last synced: 13 Apr 2026

https://github.com/kamalarnav04/handwrittendigitrecognizer

A neural network-based handwritten digit recognition system built with TensorFlow/Keras that can classify handwritten digits (0-9) from the MNIST dataset with 97.8% validation accuracy.

python tensorflow

Last synced: 14 Apr 2026

https://github.com/mahdizynali/deep-analysis-persian-news

Deep context explicit and text analysis of Persian news with deep NLP and using Google Trax and jax and (seprated pytorch branch)

deep-mind machine-learning natural-language-processing nlp persian-nlp pytorch tensorflow text-analysis trax

Last synced: 14 Apr 2026

https://github.com/himanchalchandra/text-classification-using-deep-neural-network-

Implemented a system which can categorize or classify a textual data using Deep Neural Network Model trained using Google Tensorflow.

classification dataset deep-learning natural-language-processing neural-network tensorflow textual-data

Last synced: 18 May 2026

https://github.com/jahanostg/cnn_hand_writing_detection

This project implements a Convolutional Neural Network (CNN) to recognize handwritten digits from the MNIST dataset. The model achieves over 99% accuracy on the test set, demonstrating its effectiveness in image classification tasks. It’s designed as a simple yet powerful example for learning deep learning and computer vision techniques.

cnn colab-notebook deep-learning keras python tensorflow

Last synced: 28 Apr 2026

https://github.com/md-emon-hasan/learn-deep_learning

A repository containing resources and tutorials for learning deep learning concepts and implementations using Python, TensorFlow, and Keras.

churn-prediction data-science deep-learning keras neural-network tensorflow tensorflow-keras

Last synced: 13 Apr 2026

https://github.com/limon-s-ai-zone/ml-dl-project

🌟 Welcome to the Machine Learning and Deep Learning Projects repository! This project is a compilation of diverse and engaging projects spanning computer vision, Kaggle competitions, generative AI, and advanced techniques such as autoencoders and variational autoencoders

autoencoder cnn computer-vision deep-learning generative-adversarial-network image-captioning image-classification image-processing kaggle-competition ml object-detection pytorch rnn tensorflow variational-autoencoders

Last synced: 14 Oct 2025

https://github.com/garbhitsh/chequewise

ChequeWise is a comprehensive solution for automating the processing of bank cheques using machine learning and optical character recognition (OCR).

cheque python3 tensorflow

Last synced: 15 May 2026

https://github.com/johnnixon6972/resnets

Implementations of ResNet-18, ResNet-34, ResNet-50, ResNet-101, and ResNet-152 in TensorFlow 2, based on the "Deep Residual Learning for Image Recognition" paper by Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun (2015)

convolutional-neural-networks keras neural-network resnet tensorflow

Last synced: 06 Jan 2026

https://github.com/riolaf05/ai-fire-detection

tensorflow lite converted model of an ai dnn which can be used to detect the presence of fire into uploaded photos

computer-vision continuous-delivery continuous-integration deep-learning devops docker docker-compose flask jupyter-notebook keras mlops python tensorflow tensorflow2

Last synced: 10 Apr 2026

https://github.com/anfany/python3-practice

基于Python3的多种工具实例代码、以及流行库的使用贴士

matplotlib numpy pandas python3 tensorflow tips

Last synced: 04 May 2026

https://github.com/ranjitodedra/cleantomato

Tomato Disease Finder Application

fastapi google-cloud python tensorflow

Last synced: 13 Apr 2026

https://github.com/fabiangroeger96/wandb-callbacks

Additional Callbacks for Weights & Biases to monitor your models even better :mag_right:

callback experiment-track hyperparameter-search keras machine-learning tensorflow weights-and-biases

Last synced: 08 May 2026

https://github.com/justinianus2001/face-detection

Building face object recognition and classification model based on Facenet model

face-classification face-detection facenet python tensorflow

Last synced: 29 Apr 2026

https://github.com/prabhant/tensorflow_projects

A small number of topics implemented with tensorflow.

tensorflow tensorflow-1-0 tensorflow-experiments tensorflow-tutorials

Last synced: 18 Oct 2025

https://github.com/dimasmiftah/ml-beginner

Collection of some basic ML model example. These are all part of the exercise and submission in the "Belajar Machine Learning Untuk Pemula" class provided by Dicoding.

colab-notebook keras machine-learning sklearn tensorflow

Last synced: 13 Apr 2026

https://github.com/ndk123-web/study-sync-ai

AI-powered study assistant that summarizes YouTube videos, generates quizzes, allows note-taking, and tracks learning progress — powered by Gemini, FastAPI, React, and MongoDB.

cloud cloud-computing cloud-storage ec2 expressjs fastapi fine-tuning gemini-api js kafka microservices mongodb-atlas nginx notification python real-time recommendation-system tensorflow vector-database web-socket

Last synced: 01 Mar 2026