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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/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/rosacarla/treinamento-rede-neural-mlp

Projeto com bliblioteca Keras para treinamento de rede neural MLP que reconhece escrita manual

keras tensorflow visao-computacional

Last synced: 08 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/bunyaminyavuz/mnistdenoisingandclassification

A comprehensive project demonstrating the effects of noise on MNIST digit classification and the improvements achieved using denoising techniques. Includes data preprocessing, model training, and visualization using Streamlit.

classification data-augmentation deep-learning denoising image-processing keras machine-learning mnist neural-networks noise-reduction python streamlit tensorflow

Last synced: 05 Apr 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/20040120lxs/dacin

Code for "DACIN: Deep Adversarial Clustering-driven Imputation Networks"

deep-subspace-clustering generative-adversarial-network tensorflow

Last synced: 02 Feb 2026

https://github.com/debugger404/earlystoping-torch-keras

PyTorch and TensorFlow-Keras Training - 🧠🛠️ Utilizes CIFAR-10 dataset for PyTorch and MNIST for TensorFlow-Keras. Implements early-stopping to prevent overfitting during training. Provides code snippets for early-stopping implementation in both PyTorch and TensorFlow-Keras.

cifar10 early-stopping image-classification keras mnist-classification python pytorch tensorflow training

Last synced: 05 Apr 2026

https://github.com/sayannath/linear-app

An ANN model is built and trained and exported to tflite format. Then it is integrated into Android App.

android ann deep-learning deep-neural-networks java keras machine-learning tensorflow tflite

Last synced: 05 Apr 2026

https://github.com/beenotung/tensorflow-helpers

Helper functions to use tensorflow in nodejs for transfer learning, image classification, and more

classifier deep-learning embedding feature-extration helpers image neural-network tensorflow tensorflowjs tfjs transfer-learning typescript utility

Last synced: 17 Feb 2026

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/taylor-eos/layout-classifier

Graphical machine learning tool to classify the type of text in a PDF

machine-learning tensorflow

Last synced: 03 Jan 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/sub-mod/logo_detection

Logo Identification with Tensorflow

object-detection tensorflow

Last synced: 19 May 2026

https://github.com/ttitcombe/tfshell

Classes to allow for easy scaling, building, training, testing, and deployment of machine learning models

machine-learning project-management tensorflow

Last synced: 15 May 2026

https://github.com/ricky2054/human_pose_estimator

Human_Pose_Estimator uses machine learning to detect and track human body poses from images or videos, enabling applications in fitness, gesture recognition, and AR/VR.

opencv python3 pytorch streamlit tensorflow

Last synced: 11 Apr 2026

https://github.com/vartikaraj2512/animalclassification

🐾 Animal Classification: Classify 28K animal images into 10 categories using CNNs with Transfer Learning. 📥 Load & extract data, 🔄 preprocess images, 🧠 train models (VGG-16 & ResNet50), and 📈 plot performance. Libraries: OpenCV (BGR), TQDM (progress bars), Categorical (one-hot encoding). 🛠️ Install: pip install tensorflow numpy opencv-python

classification cnn kaggle machine-learning numpy opencv pandas tensorflow

Last synced: 20 Jan 2026

https://github.com/mohamedaminebessrour/emotion-detection-resnet50

TensorFlow-based deep learning model to classify human emotions from facial expressions using the AffectNet dataset. Includes preprocessing, training, evaluation, and prediction tools. Perfect for exploring emotion recognition and transfer learning.

affectnet artificial-intelligence computer-vision data-augmentation deep-learning emotion-recognition facial-expression-recognition human-computer-interaction image-classification image-processing neural-networks python resnet-50 tensorflow

Last synced: 30 Apr 2026

https://github.com/yahia3200/post-flood-damages-classification

Investigating both classical and deep learning techniques for post-flood images classification and segmentation

cnn computer-vision deep-learning machine-learning tensorflow

Last synced: 17 May 2026

https://github.com/rocksonzeta/ddpg

ddpg algorithm

ddpg tensorflow

Last synced: 15 May 2026

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

Unlock deep learning's secrets! Dive into fundamentals, master advanced techniques, and ignite creativity with hands-on projects. Join a vibrant community, push boundaries, and unleash AI's full potential. Begin your journey now!

advanced-programming ai aiml beginner-friendly deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning keras-tensorflow machine-learning-algorithms machinelearning-python neural-networks open-source opencv python python-library tensorflow yolo

Last synced: 06 Apr 2026

https://github.com/official-biswadeb941/ClopiMedi---Your-Healths-Trusted-Care

ClopiMedi is an AI-driven healthcare application that simplifies doctor appointment bookings, offering personalized recommendations based on medical conditions to enhance patient-provider connections.

adam ai flask flask-api flask-api-backend full-stack-web-development joblib machine-learning scikit-learn tensorflow

Last synced: 28 Mar 2025

https://github.com/r1c4rdco5t4/ai-chatbot

Simple AI chatbot created with python using AI and deep learning

ai chatbot deep-learning neural-networks python tensorflow

Last synced: 30 Mar 2025

https://github.com/mghorbani2357/face-match

Face Match built using single shot face recognition to recognize similar faces to shotted face from any image resource. It uses Instagram user profiles as dataset.

face-detection face-recognition python python3 single-shot-face-recognition tensorflow tensorflow2

Last synced: 20 May 2026

https://github.com/kkweon/policy-gradient-tensorflow-in-r

Policy Gradient Example in R

gym r tensorflow

Last synced: 30 Apr 2026

https://github.com/saswatamcode/digit_classifier

A web app which uses TensorFlow.js to train a model on the MNIST dataset and then classify handwritten digits.

javascript machine-learning tensorflow tfjs

Last synced: 17 May 2026

https://github.com/justindavies/cocoonaks

Demo for Edinburgh OSS Summit

aks azure demo keras kubernetes tensorflow virtual-kublet

Last synced: 14 Apr 2026

https://github.com/itdaniher/nvidia-eternal-sadness

https://github.com/itdaniher/nvidia-eternal-sadness/releases/tag/7.0.4.31-1

binaries cudnn drivers nvidia tensorflow

Last synced: 27 Mar 2025

https://github.com/caphosra/monopoly-ai

Artificial Intelligence predicting how much the player will get on Monopoly.

artificial-intelligence deep-learning monopoly python tensorflow

Last synced: 15 May 2026

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

Machine Learning Poker Model

machine-learning python tensorflow

Last synced: 28 Apr 2026

https://github.com/zhangchunsheng/ai-learn

learn tensorflow, pytorch, etc.

pytorch tensorflow

Last synced: 20 Jan 2026

https://github.com/en10/deepspeech

A Simplified Example of Speech Recognition

deepspeech speech-recognition speech-to-text tensorflow

Last synced: 27 Mar 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/vergosss/data_mining_and_machine_learning

Data Mining and Machine Learning 2022-2023 CEID Project. The project entails a COVID-19 Dataset including information about each country's statistics regarding COVID-19. Libraries used: sklearn,pandas,tensorflow.

clustering data-visualization ipython kmeans matplotlib pandas regression rnn scipy seaborn sklearn svr tensorflow

Last synced: 09 Apr 2026

https://github.com/arshtiwari2004/handsfree-os

HandsFree OS is a gesture-based desktop control system that lets users navigate their computer using hand motions alone. Powered by MediaPipe and AI, it enables touch-free actions like opening apps, scrolling, and switching tabs—designed to enhance accessibility for differently-abled users and multitaskers alike.

firebase firestore-database mediapipe pyautogui python reactjs tensorflow websocket

Last synced: 07 Apr 2026

https://github.com/marx-wrld/mango-disease-detector

Machine Learning Model to detect if a plant is unhealthy or not, using images of leaves . The inference of this model is Optimized by OpenVino and gaining Inference Speed over 72 times than Normal version.

deep-learning jupyter-notebook machine-learning tensorflow

Last synced: 14 May 2026

https://github.com/kanishk3813/plantpath

PlantPath is an advanced plant pathogen detection system leveraging deep learning techniques for early identification and precise classification of plant pathogens. By analyzing images of plant leaves, it empowers farmers with timely insights, minimizing crop damage and optimizing agricultural practices for sustainable farming.

cnn-model deep-learning jupyter-notebook python pytorch tensorflow

Last synced: 07 May 2026

https://github.com/tonywu71/neural-processes

Replication of the "Conditional Neural Processes" (2018) and "Neural Processes" (2018) papers by Garnelo et al.

bayesian conditional-neural-processes gaussian-processes machine-learning neural-processes tensorflow

Last synced: 18 May 2026

https://github.com/hossein-rahmati/Fuel-Efficiency

This project focused on predicting vehicle fuel efficiency using machine learning techniques. It utilizes the classic Auto MPG dataset, which includes various vehicle attributes such as engine size, horsepower, weight, and miles per gallon (MPG).

deep-learning neural-network python tensorflow

Last synced: 24 Jun 2025

https://github.com/himaprasoonpt/conv_models

Classic Convolutional Models

alexn conv keras tensorflow tensorflow2

Last synced: 12 Mar 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/gperdrizet/deeplearning-devcontainer

Containerized development environment for deeplearning projects

deep-learning devops mlops neural-networks python pytorch tensorflow

Last synced: 06 Jul 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/neoanarika/cnn-using-swish

CNN trained on MNIST using swish

cnn tensorflow

Last synced: 01 May 2025

https://github.com/hmchuong/tf-machinelearning

Machine learning sample with tensorflow

deep-learning linear-regression machine-learning tensorflow

Last synced: 15 May 2026

https://github.com/choidae1/machine-deeplearing-study

Repo for learning 「혼자 공부하는 머신러닝+딥러닝」(한빛 미디어)

colab keras python tensorflow tensorflow-tutorials

Last synced: 20 Jan 2026

https://github.com/iterative/blog-tpi-bees

Terraform Provider Iterative + ML data & code -> AWS/Azure/GCP/K8s

aws azure blog cloud demo example gcp gpu k8s keras tensorflow terraform terraform-provider

Last synced: 08 Apr 2026

https://github.com/kostasereksonas/ids_test

Code for intrusion detection system based on "Intrusion Detection System Using Machine Learning Algorithms" tutorial on Geeksforgeeks and Intrusion Detection on NSL KDD Github repository.

ids intrusion-detection intrusion-detection-system nsl-kdd-dataset numpy pandas python scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/rcosta358/ai-chatbot

Simple AI chatbot created with python using AI and deep learning

ai chatbot deep-learning neural-networks python tensorflow

Last synced: 18 May 2026

https://github.com/savitar-hub/image-classification

Notebooks on how image classification can help businesses make better decisions and improve the customer experience.

image-classification image-processing jupyter-notebook numpy opencv pandas pytorch tensorflow

Last synced: 08 Apr 2026

https://github.com/donrestarone/object-detectr

A tensorflow object detection model served to the internet on a Rails server (TensorFlow on Rails-- if you will)

matplotlib python rails6 tensorflow

Last synced: 09 May 2026

https://github.com/sanderronde/bachelor-thesis

Computer Science Bachelor thesis exploring the effectiveness of using recurrent neural networks for anomaly detection in the Los Alamos cyber-security data set.

anomaly-detection cyber-security dataset gru keras los-alamos lstm python rnn tensorflow

Last synced: 13 Apr 2026

https://github.com/rakibhhridoy/easywaydiveinto-datascience

Data Science is not as easy as it seems at first. The most problem faced by new learner are lack of resource knowledge as well as confusion in using the various resources. I hope this repository will benefit confusion learner.

algorithms algorithms-implemented bayesian-statistics data-science deep-learning deep-neural-networks linear-algebra machine-learning matplotlib multivariate-calculus numpy optimization pandas python scikit-learn scipy seaborn statistics statsmodels tensorflow

Last synced: 06 Apr 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/linchuming/tensorflow_tutorial

Tensorflow Chinese Tutorial

tensorflow tensorflow-tutorials

Last synced: 03 Apr 2025

https://github.com/uni-creator/lungcancerclassification

This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medical images and receive predictions with a probability distribution displayed in a pie chart.

ai-in-healthcare-and-biology biomedical-ai cancer-classification deeplearning histopathology image-classification lung-cancer-classification machine-learning medical-imaging neural-networks streamlit tensorflow

Last synced: 10 May 2026

https://github.com/betarixm/csed499

MOTD: Modular Two-pass Defense Network without Vaccination against Adversarial Example

adversarial-attacks postech tensorflow

Last synced: 15 May 2026

https://github.com/sahal-mulki/spottingdiffusion

Official implementation of SpottingDiffusion : A CNN-based method of detecting AI generated images.

ai ai-generated-images cnn cnn-classification code laion midjourney pretrained-model research-paper stable-diffusion tensorflow

Last synced: 16 Feb 2026

https://github.com/radanalyticsio/tensorflow-neural-style-s2i

An S2I builder for neural-style training and painting with Tensorflow!

neural-style openshift tensorflow

Last synced: 16 May 2026

https://github.com/0xnaman1/mnist-and-cifar-dataset-digit-and-image-recognizer

The repository contains the Convolution Neural Network model that can be used to predict a grayscale digit trained on MNIST dataset from Keras.

keras-neural-networks python tensorflow

Last synced: 27 Jun 2025

https://github.com/aybchan/gans

generative adversarial networks in tensorflow

dcgan gans generative-adversarial-network generative-models machine-learning tensorflow

Last synced: 12 May 2026

https://github.com/sepmein/oyou

Build and make use of tensorflow model with pleasure and flexibility

machine-learning tensorflow

Last synced: 21 May 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/kvarun07/transfer-learning-quora-nlp

This repository contains project on Transfer Learning for NLP with Tensorflow Hub.

keras natural-language-processing tensorflow text-classification transfer-learning

Last synced: 10 Apr 2025

https://github.com/kavithma-thushal/animal-classification-ai

Welcome to the Animal AI project! This web application uses a deep learning model to predict the class of an animal based on an uploaded image.

ai model python tensorflow

Last synced: 11 Feb 2026

https://github.com/yassineribouh/facerecognition

This repository presents a face recognition system trained using Siamese Neural Networks with two loss functions—contrastive and triplet—across six models. For each loss type, three models were developed, including one with pretrained weights, to compare performance.

computer-vision contrastive-loss deep-learning efficientnet face-recognition siamese-neural-network tensorflow triplet-loss

Last synced: 19 Apr 2026

https://github.com/nafisalawalidris/building-a-cnn-to-classify-handwritten-characters

Building a CNN to Classify Handwritten Characters" is a proof-of-concept project using Python, TensorFlow, and Keras. It demonstrates how a Convolutional Neural Network (CNN) can identify scanned characters in the MNIST database. The goal is to convert historical documents into searchable databases, improving ancestry search services.

data-science database handwritten-characters image-recognition jupyter-notebook keras machine-learning proof-of-concept python tensorflow

Last synced: 08 Apr 2026

https://github.com/khaymanii/simple-ai-chatbot-model

This simple model was built using Tensorflow

nltk python tensorflow

Last synced: 17 May 2026

https://github.com/richayadav03/sign-language-detection-and-conversion-to-text-and-speech

This Python-based project employs deep learning (LSTM) and computer vision to detect sign language gestures, converting them into text and speech. It enhances communication for the hearing-impaired.

gtts lstm opencv python tensorflow

Last synced: 03 Feb 2026

https://github.com/m-karthik-kumar/anti-litter-system-using-yolov5

This application is used to detect the person littering using the cameras and inform the authorities if people do not adhere to the rules of the environment

backgroundsubtraction cnn-for-visual-recognition neural-networks python tensorflow

Last synced: 14 May 2026

https://github.com/somjit101/mnist-classification-tensorflow

A simple study on how to use Tensorflow platform (without Keras) for a simple number classification task using a Neural Network.

batch-normalization deep-learning dropout-layers mnist-classification mnist-dataset neural-network tensorflow

Last synced: 20 Apr 2026

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

A golang tensorflow build image library

go golang tensorflow

Last synced: 19 Jan 2026

https://github.com/leehanchung/deeplearning.ai

Coursera Deeplearning.ai Deep Learning Specialization

coursera deep-learning deep-neural-networks neural-networks tensorflow

Last synced: 19 May 2026

https://github.com/treytuscai/deepneurallib

Deep learning library for training VGG, ResNet, and InceptionNet models on CIFAR datasets using TensorFlow.

deep-learning neural-network python tensorflow

Last synced: 16 Jun 2025

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

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