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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/yh-cgqz/skin-lesion-classification-isic2019

Deep learning project for skin lesion classification using the ISIC 2019 dataset. Implements a MobileNet + Vision Transformer (ViT) hybrid model with comparative evaluation against ResNet-50, InceptionV3, and EfficientNetB0. Includes Grad-CAM for interpretability.

deep-learning isic-2019 skin-cancer tensorflow

Last synced: 29 Apr 2026

https://github.com/madhurragarwal/human-activity-recognition

The first project predicts human activities like walking and sitting using the UCI HAR Dataset, while the second applies ML and deep learning models with blockchain integration to log metrics securely.

activity-recognition deep-learning machine-learning python tensorflow

Last synced: 09 May 2026

https://github.com/phonhay103/sms-spam

SMS Spam Classification using TimeDistributed Layer

classification lstm tensorflow time-distributed

Last synced: 29 Apr 2026

https://github.com/rajan-bhateja/aqi-predictor

Different models trained on Indian Cities to predict AQI

machine-learning-algorithms model-comparison neural-networks scikit-learn tensorflow

Last synced: 09 May 2026

https://github.com/lugolbis/waives

AI to predict surf conditions 🏄🤖

machine-learning python pytorch rust tensorflow tensorflowjs web-development

Last synced: 29 Apr 2026

https://github.com/maxpaynestory/fsns-dataset-creator

This is a desktop tool to create FSNS datasets. FSNS dataset could be used to train (CNN + seq2seq with visual attention) based OCR.

cnn dataset machine-learning ml ml-training ocr seq2seq tensorflow

Last synced: 13 May 2026

https://github.com/luisalvero/stockbot

Fast experiment runner for tick/candle data: feature engineering, sequence builder, Keras training, and artifact/version metadata.

algorithmic-trading data-pipeline deep-learning feature-engineering finance gpu keras lstm pandas python sckit-learn tensorflow time-series

Last synced: 29 Apr 2026

https://github.com/daksh777/sign-language-detector

A sign language detector made with TensorFlow, Keras and OpenCV

keras opencv python tensorflow

Last synced: 29 Apr 2026

https://github.com/oyebamiji-micheal/dental-open-bite-detection

Automatically detecting the presence of dental open bite using traditional convolutional neural network (CNN) and transfer learning

convolutional-neural-networks inceptionv3 tensorflow vgg16

Last synced: 14 May 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/martinkersner/autoencoder-meetup

Presentation about Autoencoders for Seoul AI Meetup on July 8, 2017.

autoencoder sparse-autoencoders tensorflow variational-autoencoders

Last synced: 29 Apr 2026

https://github.com/andydevs/tensorflow-demo-1

Demonstrating creating a training application using tensorflow

flask keras python tensorflow

Last synced: 29 Apr 2026

https://github.com/akayeshmantha/toxic-comment-neural-network-classifier

The Abusive Content Detection identifies the comments in your content and classifies according to it's severity.

api-client flux keras-tensorflow neural-network python3 tensorflow text-classification

Last synced: 09 May 2026

https://github.com/lavkush-patel9/mnist_dataset_handwritten_digit_classifier_project-lavkush_patel

This is the Ai/ML Project Repo. here using MNIST DATASET from Keras, Tensorflow and recognise hand written digit

keras machine-learning numpy python3 tensorflow

Last synced: 29 Apr 2026

https://github.com/msaadx/Signature-Image-Classification

A machine learning pipeline for signature classification and forgery detection, leveraging Python, OpenCV, TensorFlow, and sklearn. Includes data preprocessing, feature extraction, model training, and performance evaluation.

classfication cnn-classification computer-vision opencv python sklearn tensorflow

Last synced: 12 Oct 2025

https://github.com/ahmedtrb/aess-challenge-ensi-sb

use satellite SAR images and a deep learning model to detect oil spills, calculate their size and surface area. It also includes a web platform as a prototype for visualizing and alerting investigation and response teams about oil spill incidents.

conditional-generative-adversarial-networks deep-learning oil-spill python react satellite-imagery tensorflow

Last synced: 29 Apr 2026

https://github.com/jaswanthv99/basic_ml-model_understanding

This project explains basic ML-Models(KNN, Naive bayes, Logistic Regression, SVM, A neural N/W)

matplotlib-python pandas-python scikit-learn tensorflow

Last synced: 09 May 2026

https://github.com/alphan26/urban-sound-classification

This is a project in which we classified the sound imageries of different kinds of imageries using CNN architecture. This project is done with my two teammates, Serkan Polat and Arda Dumanoğlu throughout the bootcamp which is Global AI Hub.

cnn keras python tensorflow

Last synced: 29 Apr 2026

https://github.com/shayanriyaz/my-technical-workshops

A collection of my workshops on subjects such as data science, robotics and software development.

python3 tensorflow

Last synced: 09 May 2026

https://github.com/sibyjackgrove/rc_filter_classifer

Classify passive RC filters using resistance and capacitance inputs.

tensorflow tensorflow-models

Last synced: 14 May 2026

https://github.com/nimanthasupun/neural-network-for-iris-classification

🌸 classify iris flowers into three species (Setosa, Versicolor, Virginica) based on their sepal and petal measurements.

keras neural-network tensorflow

Last synced: 14 Apr 2026

https://github.com/devdogukan/turkish-news-categorization

Categorization with Turkish News

categorization dataset flask tensorflow

Last synced: 30 Apr 2026

https://github.com/808vita/fingerpose-ext

Tensorflowjs handpose gesture recognition - This package provides utility function to create "landmark" array from keypoints & keypoints3D arrays; for the latest model of handpose.

ai gesture-recognition hand-pose-estimation hand-pose-recognition handpose javascript tensorflow tensorflowjs

Last synced: 30 Apr 2026

https://github.com/orderandch4os/ml-tensorflow-experiments

Image and text classification scripts, plus some time series stuff using Tensorflow

image-classification machine-learning python statistical-forecasting tensorflow text-classification text-generation

Last synced: 13 Apr 2026

https://github.com/aryankdev/agro-ai

AI-powered Plant Disease Detection System using TensorFlow, Flask, and Gemini AI

ai computer-vision deep-learning flask gemini-ai huggingface machine-learning plant-disease-detection tensorflow

Last synced: 31 May 2026

https://github.com/alexandengstrom/blundernet-chess-engine

A neural network-based chess engine that predicts the next move without traditional search. Includes a Pygame GUI for local play and Lichess API integration for online games.

chess engine lichess network neural pygame tensorflow

Last synced: 30 Apr 2026

https://github.com/techshot25/fashion-mnist-dnn

Testing the construction of deep neural nets (DNNs) on fashion MNIST dataset.

classification deep-neural-networks machine-learning-algorithms neural-network tensorflow tensorflow-experiments

Last synced: 17 Feb 2026

https://github.com/coolmunzi/face_mask_detector

Face mask detection based on tensorflow 2 object detection API using Efficientdet-D1 model. This project can perform face mask detection on images as well as videos.

covid19 detection-api efficientdet-ssd face-mask-detection face-mask-detector opencv opencv-python python tensorflow tensorflow-examples tensorflow-object-detection-api tensorflow2 tensorflow2-object-detection tfod-api

Last synced: 21 Jan 2026

https://github.com/sk-g/mnistgantemp

Experiments with GAN architectures on pytorch,keras,tensorflow and CNTK

cntk computer-vision gan generative-adversarial-network keras neural-network pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/ameyjoshi0209/dog-vision

A dog breed identification model specializing in precise classification from images, leveraging advanced transfer learning techniques with TensorFlow, Keras, and GPU acceleration

cnn-keras jupyter-notebooks keras-neural-networks machinelearning neural-network numpy-python pandas-python python3 scikitlearn tensorflow transfer-learning-with-cnn

Last synced: 30 Apr 2026

https://github.com/csirmaz/autoencoder_clustering

Sample code to demonstrate clustering directly with an autoencoder, and nothing else

autoencoder keras neural-network tensorflow

Last synced: 09 May 2026

https://github.com/mohammedsohail-dev/internship_cabs

Predictive and Prescriptive Analytics Using LSTM techniques

bilstm gru lstm-neural-networks python tensorflow

Last synced: 30 Apr 2026

https://github.com/yassizh/brain-tumor-detection

Our project leverages AI, specifically transfer learning with Keras and TensorFlow, to detect brain tumors from MRI images. We are developing a precise algorithm, evaluating its performance, and creating a user-friendly interface for healthcare professionals.

brain-tumor-detection cnn computer-vision deep-learning detection image-processing jupyter-notebook keras preprocessing pyqt5 tensorflow transfer-learning

Last synced: 21 Jan 2026

https://github.com/asifrahaman13/speaker-dnn

An application to verify the speaker from the voice. Uses tensorflow, fast api, Next js, librosa libraries.

python tensorflow

Last synced: 30 Apr 2026

https://github.com/md-nur/plantaid-client

PlantAId is a web application that uses TensorFlow CNN to analyze leaf photos and detect diseases in 14+ crops. Built with FastAPI (backend) and Next.js (frontend), it aims to help farmers identify crop diseases early and improve yield. Future plans include an offline mobile app for remote areas.

fastapi nextjs tensorflow

Last synced: 30 Apr 2026

https://github.com/aflucas-uom/ari2129-group-project-part-b

This repository demonstrates data augmentation techniques using TensorFlow, PyTorch, and OpenCV to enhance image classification. It includes Jupyter Notebooks with practical applications on the COTS dataset and a comparative analysis of the results.

cots data-augmentation datasets opencv pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/archihalder/heavy-driver

Deep Learning Project for 6th Semester

image-classification streamlit tensorflow

Last synced: 09 May 2026

https://github.com/ankitamungalpara/huggingface-nlp

This repository introduces the 🤗 Transformers library, covering Transformer models, fine-tuning on datasets, and result sharing. You’ll learn to handle classic NLP tasks using 🤗 Datasets and 🤗 Tokenizers. Finally, explore advanced applications in speech processing and computer vision, preparing to build and optimize models for diverse ML.

huggingface-transformers nlp python3 pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/scholarchen20/pythonlp

Python保姆级教学附有对应的demo项目（成绩管理系统），适合小白打基础。此外还包含Numpy,Tensorflow,Pytorch示例代码提供学习使用上手

image-classification image-processing numpy pands python pytorch system tensorflow

Last synced: 30 Apr 2026

https://github.com/n3pdf/ganpdfs

Generative Adversarial Networks (GANs) for MC PDF replicas.

gans hep-ph high-energy-physics keras machine-learning python tensorflow

Last synced: 30 Apr 2026

https://github.com/yusufterzii/tensorflowbasics

TensorflowBasics and Some Exercises

tensorflow tensorflow-examples

Last synced: 17 Mar 2026

https://github.com/piyush-kumar-ghosh/mnist-digit-recognition

Deep learning project for image classification using TensorFlow and the MNIST dataset.

cnn deep-learning mnist tensorflow

Last synced: 30 Apr 2026

https://github.com/subhas-pramanik-09/mnist-digit-identification

MNIST Handwritten Digit Clasification using Deep Learning (Neural Network)

jupyter-notebook keras machine-learning neural-network python tensorflow

Last synced: 14 Apr 2026

https://github.com/oshapandey/plant_disease_prediction

In this project, I've will build a convolutional neural network (CNN) that can predict whether a plant is suffering from a disease. I've used different layers and hyperparameters to build, train, and test this classification model. I have used TensorFlow and Keras for this project.

cnn flask keras prediction python streamlit-webapp tensorflow

Last synced: 05 Apr 2026

https://github.com/selcia25/text-generation-using-lstm

💬This project is a research work on text generation using LSTM (Long Short-Term Memory) neural networks.

lstm-neural-networks tensorflow text-to-speech textgeneration

Last synced: 17 May 2026

https://github.com/opixelum/finmood

Tells if a finance news is either negative, neutral or positive.

artificial-intelligence classification finance keras sentiment-analysis tensorflow

Last synced: 30 Apr 2026

https://github.com/en10/mnist

Several MNIST Tensorflow Models

handwriting machine-learning mnist neural-network tensorflow

Last synced: 30 Apr 2026

https://github.com/kumailn/machinelearning

Machine learning with Python

machine-learning python scikit-learn tensorflow

Last synced: 30 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/amr-yasser226/deep-learning-journal

A personal collection of Jupyter notebooks, scripts, and resources documenting my exploration and learning in Deep Learning. From foundational neural network concepts to advanced transformer architectures, this repo tracks experiments, notes, and implementations.

ai computer-vision deep-learning jupyter keras machine-learning neural-networks nlp notebook pytorch tensorflow

Last synced: 14 Apr 2026

https://github.com/aminkhavari78/abalone-data-set-

Abstract: Predict the age of abalone from physical measurements

keras linear-models matplotlib neural-network num panda sklearn tensorflow

Last synced: 30 Apr 2026

https://github.com/anibalalpizar/python-deep-learning-temperature-converter

Celsius to Fahrenheit converter using Python and deep learning.

deep-learning deep-neural-networks python tensorflow

Last synced: 14 May 2026

https://github.com/greeshraj/crop-disease-classification

Crop Disease Classification backend https://crop-disease-classification.onrender.com frontend hosted at https://cropdiseaseclassification.netlify.app/

cnn-classification convolutional-neural-networks deep-learning keras python3 tensorflow

Last synced: 30 Apr 2026

https://github.com/om4ai/tensorflow-developer-specialization

Populating all my Jupyter notebooks as part of the DeepLearning.AI's TensorFlow Developer Specialization. This specialization consists of 4 courses on topics like Introduction to TensorFlow, Computer Vision, Natural Language Processing (NLP) and Sequence time predictions.

computer-vision coursera jupyter-notebook keras nlp python3 tensorflow time-series

Last synced: 30 Apr 2026

https://github.com/antoniostipic/agario_ai

AI for playing custom Agar.io game using TensorFlow.js and p5.js

agario agario-clone ai genetic-algorithm p5js tensorflow tensorflowjs

Last synced: 01 May 2026

https://github.com/tonywu71/fast-reverse-image-search

Fast reverse image search engine. Based on a custom fine-tuned version of ResNet-50 on the BAM! dataset. Similar image retrieval is performed using Locally Sensitive Hashing (LSH).

cnn image-search lsh resnet tensorflow

Last synced: 01 May 2026

https://github.com/mozhiingithub/mnist_classifier

将Mnist手写体识别模型移植安卓demo。

android mnist mnist-classification tensorflow tensorflow-lite

Last synced: 09 May 2026

https://github.com/isarandi/tensorflow-mean-shift

Mean-shift clustering algorithm in TensorFlow

clustering mean-shift meanshift parallel tensorflow

Last synced: 09 May 2026

https://github.com/danielathome19/classification-model-builder

Assists in the creation of convolutional neural network models for image classification. Models are generated with the Keras library, wrapped from Python in C# to allow use between languages.

classification classification-model cnn cnn-keras convolutional-neural-network convolutional-neural-networks csharp interop interoperability keras machine-learning machine-learning-model machine-learning-model-builder ml model-builder neural-network nn python tensorflow trainer

Last synced: 14 Apr 2026

https://github.com/maccauhuru/js-machine-learning

JavaScript Machine Learning Using ml5.js , p5.js and TensorFlow JS Library

image-classification javascript machine-learning ml5js p5js tensorflow

Last synced: 01 May 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/yigitozgumus/iacv_project

Anomaly Detector from Denoising Network for the Image Analysis and Computer Vision course at Politecnico di Milano

anomaly-detection autoencoder computer-vision denoiser-network image-analysis machine-learning project tensorflow

Last synced: 01 May 2026

https://github.com/lfgodoi/intelligent-spacecraft-pose-estimator

A computer vision solution based on digital image processing and neural networks for estimating the pose of known uncooperative spacecraft.

aerospace-engineering convolutional-neural-networks image-processing machine-learning spacecraft tensorflow

Last synced: 01 May 2026

https://github.com/minar09/deeplabv2-resnet101-tensorflow

DeepLabV2-ResNet101 implementation in TensorFlow and python 3

deeplab python3 resnet resnet-101 tensorflow

Last synced: 01 May 2026

https://github.com/kalashsathawane/weight-usage-analyser

Analyze neural network weight usage with WeightUsageAnalyzer. Optimize your models in PyTorch and TensorFlow for efficiency and performance. 🐙💻

ai flops-analysis keras keras-tensorflow machine-learning network-analysis neural-network pruning pytorch tensorflow toolkit torch weight weights-visualization

Last synced: 01 May 2026

https://github.com/adityanandanx/kalam2

Kalam2 is a full-stack handwriting generation application. It consists of a FastAPI backend for generating SVG handwriting using machine learning, and a Next.js frontend for user interaction and visualization.

fastapi handwriting-synthesis nextjs rnn svg tensorflow

Last synced: 01 May 2026

https://github.com/abdullah0332/realtime-object-detection

Realtime object detection in JavaScript.

react tensorflow tensorflow-models

Last synced: 21 Jan 2026

https://github.com/kautuk-desai/cse-574-intro-to-machine-learning

MS in Computer Science and Engineering Course on Introduction to Machine Learning

machine-learning-algorithms python3 tensorflow

Last synced: 01 May 2026

https://github.com/hackintoshrao/tensorflow-income-bracket

Predicting whether the income > 50K based on the information about the individuals.

classification deep-learning deep-neural-networks tensorflow

Last synced: 01 May 2026

https://github.com/anshlulla/image-segmentation-for-self-driving-cars

Segmenting various features of the road to make it easier for self-driving cars to take decisions by using image processing techniques and a U-Net Neural Network

image-processing image-segmentation python self-driving-cars tensorflow

Last synced: 01 May 2026

https://github.com/adityapathakk/cats-vs-dogs

Couldn't decide if I saw a cat or a dog, so I made a guide on CNNs & Transfer Learning with the Dogs Vs Cats dataset on Kaggle (check README.md).

cats-vs-dogs cnn-classification deep-learning kaggle keras python tensorflow transfer-learning

Last synced: 21 Jan 2026

https://github.com/deepthipathlawath20/emotion-recognition-bimodal

Bimodal emotion recognition (face + speech) with feature-level fusion and classic ML classifiers.

audio computer-vision emotion-recognition knn mfcc multimodal navie-bayes-algorithm python scikit-learn svm tensorflow

Last synced: 01 May 2026

https://github.com/sarahloree/project-5--plant-seedling-classification

This is the fifth project I completed as part of the Introduction to Computer Vision Module from my post-graduate certification in AI/ Machine Learning from University of Texas' McCombs School of Business.

convolutional-neural-networks image-processing keras tensorflow transfer-learning

Last synced: 01 May 2026

https://github.com/jivanacharya/ml-dl-in-tf-freecodecamp-

Python notebooks learnt from the freecodecamp's Tensorflow course

deep-learning machine-learning tensorflow

Last synced: 01 May 2026

https://github.com/anon-000/ml-dumpyard

Code collection while learning Machine Learning

machine-learning python tensorflow

Last synced: 01 May 2026

https://github.com/dimitriosdiakoloukas/neural-networks-projects

All of my implementations on Neural Networks and Deep Learning Subject Projects

python tensorflow

Last synced: 01 May 2026

https://github.com/jorgechato/sauce

Super smart, super custom autocomplete code. AI to build code with you. You can implement it in a plugin for example:

keras public python tensorflow

Last synced: 09 May 2026

https://github.com/sagartr/deep-audio-classifier-using-machine-learning

Languages Used: Python Developed and implemented a deep audio classifier using CNNs and LSTMs to accurately categorize diverse audio signals, achieving high accuracy and robustness. Utilized Python and TensorFlow for model development and training, incorporating data augmentation techniques to enhance performance

audio-processing capuchin librosa python tensorflow tensorflow-models

Last synced: 21 Jan 2026

https://github.com/vrinek/racermaker

Train a racing bot to drive

game gosu tensorflow

Last synced: 01 May 2026

https://github.com/en10/ai-intro

Intro to Tensorflow, Keras and MNIST

keras mnist tensorflow

Last synced: 01 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/ismaelvr1999/bioinspiredalgorithms

This repository contains implementations of various bioinspired algorithms for optimization and machine learning.

machine-learning matplotlib numpy python tensorflow

Last synced: 01 May 2026

https://github.com/who-else-but-arjun/course_project_da241m

This repository contains the source code for the face recognition and enhancement project which was made as a part of the DA241M course at IIT Guwahati

cnn debluring deep-learning image-processing keras python super-resolution tensorflow vgg16

Last synced: 01 May 2026

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 awesome-tensorflow-lite 110 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-python-machine-learning-resources 1,884 awesome-tensorflow-js 56 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 361 Tutorials 339 Models with samples 275 Research 263 Research Papers 230 Uncategorized 196 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 187 Learning 172 数据可视化 133 机器学习框架 128 Papers 120 图像数据与CV 115 模型的可解释性 104 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89