Tensorflow | Ecosyste.ms: Awesome

https://github.com/yeonghyeon/gan-tf

TensorFlow implementation of Generative Adversarial Networks (GAN) with MNIST dataset.

gan gans generative-adversarial-network generative-model mnist mnist-dataset tensorflow tensorflow-examples

Last synced: 21 Jan 2026

https://github.com/pxlairobotics/anr_ml_docker

This repository contains the necessary elements (code and artifacts) to build a Machine Learning container suitable to execute all the ML exercises of the AnR course.

fastai-v07 flask juypter keras machine-learning ml numpy pandas scikit-learn scipy tensorflow

Last synced: 30 Mar 2025

https://github.com/pegah-ardehkhani/air-passenger-demand-forecasting

Forecast airline passenger demand using time series models like AR, ARMA, and LSTM to improve operations, optimize scheduling, enhance resource allocation, and streamline supply chain management through accurate demand predictions

arima-forecasting arma auto-regressive auto-regressive-model boxcox decomposition demand-forecasting dickey-fuller dickey-fuller-test flight-data lstm machine-learning machine-learning-algorithms non-stationary qqplot tensorflow time-series time-series-analysis time-series-data time-series-forecasting

Last synced: 27 Oct 2025

https://github.com/krisharul26/autonomous-vehicle-running-with-line-navigation-and-object-detection-using-opencv-and-ai-techniques-

Mobility on a wide scale is moving towards complete automation. Though the technology for automating the vehicles already exists, these technologies must be optimised to fit the current environment. This project would be a scaled-down model of the Autonomous Car. By running these scaled-down models in the live streaming line detection using OpenCV.

computer-vision decisionmaking googlecolab navigation numpy-arrays object-detection oops-in-python opencv opencv-python python-3 raspberry-pi-4 raspberry-pi-camera tensorflow

Last synced: 28 Jan 2026

https://github.com/creativeguru97/machinelearning

Learn everything around ML

artificial-neural-networks deep-learning deep-neural-networks deeplearning hand handpose handtracking machinelearning neural-network oreilly oreilly-books pose-estimation posenet posetrack tensorflow tensorflow-experiments tensorflow-models tensorflowjs

Last synced: 23 Apr 2025

https://github.com/storopoli/solving-captchas

Tensorflow Keras CNN to solve Captchas

captcha computer-vision keras keras-tensorflow tensorflow

Last synced: 11 Apr 2025

https://github.com/akashsonowal/interview-prep

Crack SWE (ML) / DS MAANG Interviews

algorithms data-structures distributed-systems jax large-scale-machine-learning ml-engineering mlops python pytorch tensorflow

Last synced: 03 Apr 2026

https://github.com/markub3327/dueling-dqn-with-autoencoder

Signal novelty detection as an intrinsic reward for robotics

anomaly-detection autoencoder deep-neural-networks dueling-dqn keras reinforcement-learning robotics tensorflow

Last synced: 13 Oct 2025

https://github.com/h-fuzzy-logic/python-windspeed

Predicting windspeed from satellite images of tropical storms

cnn keras python tensorflow

Last synced: 23 Apr 2025

https://github.com/orderandch4os/analyse-audio-python

Scratch for experimenting with audio feature extraction.

audio-feature-extraction keras machine-learning tensorflow

Last synced: 24 Jul 2025

https://github.com/rajsoni03/covid-19_detection_using_chest_x-ray_images

A Deep Learning Projects For Diagnosis of COVID Disease by Chest X-Ray Images.

covid-19 covid-ai deep-learning densenet121 diagnosis flask tensorflow

Last synced: 19 Jun 2025

https://github.com/philipperemy/tf-easy-model-saving

An easy way to load and save checkpoints in Tensorflow!

tensorflow tensorflow-library tensorflow-models

Last synced: 25 Mar 2025

https://github.com/k-forghani/blood-pressure-estimation

Blood Pressure Estimation using PPG Signal and Demographic Features

blood-pressure-estimation demographics-data ppg-signal pycaret tensorflow time-series

Last synced: 28 Jun 2025

https://github.com/photonixapp/tensorflow-builder

Docker-based environments for building Tensorflow with support for x86/amd64 (down to Celeron without AVX), ARM32v7 and ARM64v8 CPUs

ai docker machine-learning ml tensorflow tensorflow-builder

Last synced: 23 Apr 2025

https://github.com/coac/tf-detection-example

A simple example to how to use Tensorflow detection API on a custom dataset (SSBU)

deep-learning detection smash-bros ssbu tensorflow tutorial

Last synced: 28 Apr 2026

https://github.com/notedance/note_rl

Reinforcement learning library for Keras and PyTorch.

deep-reinforcement-learning keras pytorch reinforcement-learning rl tensorflow

Last synced: 24 Oct 2025

https://github.com/keivanipchihagh/multi-stage-two-tower-recommender

A Movie Recommender System using YouTube's Two-Tower Architecture built with TFRS+TFR and served with FastAPI

information-retrieval keras listwise movielens movielens-movie-recommendation pairwise pointwise python ranking ranking-system recommendation-engine recommender-system retrieval tensorflow tensorflow-recommenders tfrs two-tower-neural-networks youtube youtube-recommender

Last synced: 30 Jan 2026

https://github.com/suryavamsi-p/diabetic-retinopathy-detection-with-resnet50

Built an end-to-end deep learning pipeline using ResNet-50 to classify retinal images into five stages of Diabetic Retinopathy. Applied transfer learning, image preprocessing, and AUC-based evaluation on the APTOS 2019 Kaggle dataset, achieving a 94% validation AUC—offering real-world potential in clinical diagnosis automation.

aptos2019 auc-evaluation clinical-decision-support cnn-model computer-vision data-augmentation deep-learning diabetic-retinopathy early-detection healthcare-ai image-classification keras medical-diagnosis medical-imaging multi-class-classification optical-imaging resnet50 retinal-image-analysis tensorflow transfer-learning

Last synced: 13 Apr 2026

https://github.com/zabir-nabil/tf2-speaker-recognition

speaker recognition in tensorflow 2

deep-learning speaker-identification speaker-recognition speaker-verification speech-processing tensorflow tensorflow2

Last synced: 12 Oct 2025

https://github.com/klus3kk/microsociety

An object-oriented project that represents the simulator of the society with dynamically changing events.

2d ai cpp deep-q-learning machine-learning oop python reinforcement-learning sfml simulation tensorflow

Last synced: 10 Apr 2026

https://github.com/kudzaiprichard/kudzaiprichard

Strong in design and integration problem-solving skills. Expert in solution development.

angular artificial-intelligence docker java javascript machine-learning nosql python scikit-learn software-analysis software-architecture-and-design spring-boot sql tensorflow typescript vscode

Last synced: 23 Apr 2025

https://github.com/ajitashwath/sarcasm-detection

bert-model nlp-machine-learning tensorflow

Last synced: 15 Apr 2026

https://github.com/rajithashok/bumpkin-baby

css3 html5 reactjs teachable-machine tensorflow unity

Last synced: 22 Feb 2026

https://github.com/aqafridi/self-driving-car-project

armcortexm7 autonomous-driving autonomous-vehicles behavioral-cloning jetson-nano love opencv ros ros2 self-driving-car sensor-fusion tensorflow

Last synced: 22 Feb 2026

https://github.com/aubynsamuel/health-prediction-ai-model

A lightweight machine learning model for health monitoring using heart rate and SpO2 data

ai health machine-learning python tensorflow tensorflowlite-for-microcontrollers

Last synced: 04 Mar 2026

https://github.com/peterqiu0516/mit-ml-autonomous-vehicle-workshop

An workshop on application of computer vision and machine learning to self-driving cars based on Python and ROS held at MIT.

cnn-classifier computer-vision opencv pid raspberry-pi ros self-driving-cars sklearn svm-classifier tensorflow

Last synced: 12 Apr 2026

https://github.com/mohamedsebaie/distracted-driver-detection-project-technocolabs

This project focuses on driver distraction activities detection via images, which is useful for vehicle accident precaution. We aim to build a high-accuracy classifiers to distinguish whether drivers is driving safely or experiencing a type of distraction activity. https://pypi.org/project/Distracted-Driver-Detection/

azure deployment docker-compose docker-image dockerfile heroku-deployment html-css-javascript keras package python pytorch pytorch-cnn pytorch-implementation resnet-18 tensorflow tflite-models

Last synced: 12 Apr 2026

https://github.com/vidhi1290/brain-tumor-detection

Brain Tumor Detection using CNN: Achieving 96% Accuracy with TensorFlow: Highlights the main focus of your project, which is brain tumor detection using a Convolutional Neural Network (CNN) implemented in TensorFlow. It also emphasizes the impressive achievement of reaching 96% accuracy, which showcases the effectiveness of your model.

artificial-intelligence artificial-neural-networks braintumorclassification braintumour convolutional-neural-networks data-science dataanalysis datavisualization deep-learning deep-neural-networks kaggle machine-learning machine-learning-algorithms python tensorflow

Last synced: 10 Apr 2025

https://github.com/Pegah-Ardehkhani/Air-Passenger-Demand-Forecasting

Forecast airline passenger demand using time series models like AR, ARMA, and LSTM to improve operations, optimize scheduling, enhance resource allocation, and streamline supply chain management through accurate demand predictions

arima-forecasting arma auto-regressive auto-regressive-model boxcox decomposition demand-forecasting dickey-fuller dickey-fuller-test flight-data lstm machine-learning machine-learning-algorithms non-stationary qqplot tensorflow time-series time-series-analysis time-series-data time-series-forecasting

Last synced: 24 Apr 2025

https://github.com/rid17pawar/imageclassificationapp

This is an Image Classification App developed in Android Studio using Kotlin language. It uses a pre-trained TensorFlow Lite model to classify different images.

ai android image kotl mobilenet tensorflow tensorflowli

Last synced: 08 Aug 2025

https://github.com/yashkant/enas-quantized-nets

Efficient Neural Architecture Search coupled with Quantized CNNs to search for resource efficient and accurate architectures.

automl enas keras neural-architecture-search quantized-neural-networks tensorflow

Last synced: 23 Apr 2025

https://github.com/tspannhw/yolo3-keras-tensorflow

A tweak to https://github.com/qqwweee/keras-yolo3 to store images and json attributes

apache-nifi keras nifi osx python tensorflow yolov3

Last synced: 14 Jul 2025

https://github.com/akurgat/botnet-anomaly-detection

Using a MLP to identify botnets in network traffic

mlp-classifier pca-analysis pcap python seaborn tensorflow

Last synced: 13 Jul 2025

https://github.com/emmanuel10701/ai_prediction_model

AI_Prediction_Model

django nextjs numpy pandas tailwind-css tensorflow

Last synced: 15 Oct 2025

https://github.com/da-nyee/smart-parking-lot

Final project for Embedded Application Programming - a smart parking lot system

api-gateway aws ec2 javascript lambda mysql node-js python raspberry-pi react-js s3 tensorflow

Last synced: 13 Apr 2026

https://github.com/dimagutierrez/red-neuronal-tensorflow

Creado con Colaboratory

algorithm algorithm-challenges algorithms-and-data-structures algorithms-datastructures deep-learning jupyter-notebooks tensorflow tensorflowjs

Last synced: 11 Oct 2025

https://github.com/justsecret123/human-pose-estimation

A quick tutorial on multi-pose estimation with OpenCV, Tensorflow and MoveNet lightning.

computer-vision deep-learning deep-neural-networks human-pose-estimation imageio ipython jupyter-notebook machine-learning matplotlib movenet movenet-lightning numpy opencv pose-estimation python tensorflow tensorflow-hub tutorial tutorials

Last synced: 03 Mar 2026

https://github.com/itzalver/basenet-api

A simple way to build ML models with Keras and Tensorflow as base frameworks.

api deep-learning keras machine-learning python ray tensorflow

Last synced: 04 Jun 2026

https://github.com/yashbhutwala/stock-prediction-tf

Based on the last year of prices for the user's input stock, train a neural net to predict the stock market price for tomorrow.

stock tensorflow

Last synced: 08 Apr 2025

https://github.com/ilieschibane/text-combining

A final year master project that consist of creating a text combining api

deep-learning django django-rest-framework docker machine-learning mongodb nlp python pytorch rest-api tensorflow text-combining text-mining transformers

Last synced: 10 Oct 2025

https://github.com/mrgaogang/tensorflow_object_detection

【AI】使用tensorflow实现对象检测

ai object-detection tensorflow

Last synced: 22 Apr 2025

https://github.com/arig23498/license-plate-detection

TCS humAIn

api opencv python3 tensorflow

Last synced: 15 Apr 2025

https://github.com/iamakashrout/knee-osteoarthritis-classification

Detection and Classification of Knee Osteoarthritis using Deep Learning Techniques

cnn computer-vision flask streamlit tensorflow

Last synced: 09 Apr 2025

https://github.com/deepmancer/tweet-disaster-detection

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

bert bert-fine-tuning classification fine-tuning huggingface-transformers keras keras-tensorflow natural-language-processing nlp scikit-learn tensorflow tensorflow2 tokenizer transformers

Last synced: 01 Apr 2025

https://github.com/yeonghyeon/wgan-tf

TensorFlow implementation of Wasserstein GAN (WGAN) with MNIST dataset.

gan gans generative-adversarial-network generative-model mnist mnist-dataset tensorflow tensorflow-examples wasserstein wasserstein-gan wgan

Last synced: 21 Jan 2026

https://github.com/ayyucedemirbas/amazon_reviews_sentiment_analysis

Amazon Reviews Sentiment Analysis

hacktoberfest machine-learning nlp sentiment-analysis tensorflow

Last synced: 15 Feb 2026

https://github.com/starkblaze01/deploying-a-sentiment-analysis-model

Deploying a Sentiment Analysis Model on AWS Sagemaker

aws aws-lambda deep-learning pytorch sentiment-analysis tensorflow udacity-nanodegree

Last synced: 18 Oct 2025

https://github.com/imvision12/nextvit-tf

A Tensorflow implementation of "Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios"

keras tensorflow transformer vision-transformer

Last synced: 22 Sep 2025

https://github.com/yeonghyeon/adae-tf

TensorFlow implementation of Anomaly Detection with Adversarial Dual Autoencoders (ADAE) with MNIST dataset.

adversarial-dual-autoencoders anomaly-detection mnist mnist-dataset tensorflow

Last synced: 16 Apr 2026

https://github.com/ahmetaksungur/object-detection-with-tensorflow

Object detection model that aims to localize and identify multiple objects in a single image.

ai javascript object-detection tensorflow

Last synced: 28 Apr 2026

https://github.com/j-w-yun/fizzbuzz_neural_network

Approximate the FizzBuzz function using a neural network model in Tensorflow.

fizz-buzz fizzbuzz machine-learning neural-network tensorflow

Last synced: 26 Apr 2026

https://github.com/shaswata56/facial_expression_recognition

Facial Expression Recognition in Keras using a CNN.

expression facial flask keras realtime recognition tensorflow

Last synced: 30 Apr 2026

https://github.com/nannigalaxy/jetson_tools

Tools for Nvidia Jetson Nano, TX2, Xavier.

jetson jetson-nano jetson-tx2 jetson-xavier keras nvidia onnx tensorflow tensorrt tensorrt-conversion

Last synced: 04 Mar 2026

https://github.com/bhattbhavesh91/tf-js-example-2

About In this tutorial, I'll show you how you can train a Deep Neural Network in the browser using TensorFlow.js

tensorflow tensorflow-js tfjs tfjs-converter tfjs-tutorials

Last synced: 05 Jun 2026

https://github.com/anishacharya/online-embedding-compression-aaai-2019

Deep learning models have become state of the art for natural language processing (NLP) tasks, however deploying these models in production system poses significant memory constraints. Existing compression methods are either lossy or introduce significant latency. We propose a compression method that leverages low rank matrix factorization during training, to compress the word embedding layer which represents the size bottleneck for most NLP models. Our models are trained, compressed and then further re-trained on the downstream task to recover accuracy while maintaining the reduced size. Empirically, we show that the proposed method can achieve 90% compression with minimal impact in accuracy for sentence classification tasks, and outperforms alternative methods like fixed-point quantization or offline word embedding compression. We also analyze the inference time and storage space for our method through FLOP calculations, showing that we can compress DNN models by a configurable ratio and regain accuracy loss without introducing additional latency compared to fixed point quantization. Finally, we introduce a novel learning rate schedule, the Cyclically Annealed Learning Rate (CALR), which we empirically demonstrate to outperform other popular adaptive learning rate algorithms on a sentence classification benchmark.

compression deep-learning low-rank-approximation low-rank-representaion matrix-decompositions model-compression tensorflow text-classification word-embedding word-embeddings

Last synced: 04 Mar 2026

https://github.com/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp tensorflow

Last synced: 09 May 2026

https://github.com/chagmgang/how_to_deploy_tensorflow

docker flask seq2seq tensorflow tensorflow-serving tf-serving

Last synced: 28 Apr 2026

https://github.com/chansoopark98/tensorflow-keras-gan

Tensorflow keras GAN

celeba-dataset celebahq cnn convolutional-neural-network deep-learning generative-adversarial-network keras keras-tensorflow machine-learning neural-network pix2pix pix2pix-tensorflow tensorflow

Last synced: 01 May 2026

https://github.com/nheidloff/watson-deep-learning-javascript

Deploying Watson Deep Learning Models to Browsers

ai deep-learning dl ibm-cloud javascript tensorflow tensorflowjs watson web

Last synced: 10 May 2026

https://github.com/fl0wbar/advdnic.estimator

Research on Image Compression using Deep Neural Networks

attention-model autoregressive clic2019 compression hierarchical-models hierarchical-prior hyperprior image-compression image-compressor non-local-network pixelcnn pixelsnail tensorflow tensorflow-estimator-api vae

Last synced: 28 Apr 2026

https://github.com/bububa/facenet

face detction/recognization golang lib using tensorflow facenet

deep face-detection face-recognition facenet tensorflow

Last synced: 15 Apr 2025

https://github.com/animikhaich/vggnet-tensorflow

VGGNet-Family (11, 13, 16 & 19) Implementation to train on ImageNet 2012 using Tensorflow 2.x

cnn imagenet implementation-of-research-paper python tensorflow tensorflow-datasets vgg vgg16 vgg19

Last synced: 10 Apr 2025

https://github.com/mohammadvhossein/tf-gym

The TF Gym repo shares daily TensorFlow projects on ML/DL, including RL, providing educational resources for beginners and practical examples for experienced users with detailed instructions for applications like image classification and text generation.

ai artificial-intelligence computer-vision data-science deep-learning iris kears machine-learning mnist modeling nlp poetry-generator tensorflow time-series translator

Last synced: 10 Apr 2025

https://github.com/helloharendra/face-mask-detection-using-computer-vision-python

computer-vision face-detection face-recognition facemask-detection facemaskdetection numpy open-source opencv pandas python python3 skit-learn tensorflow

Last synced: 19 Apr 2025

https://github.com/nishantksingh0/cnn-rice-classification

Classified wide variety of rices by training model on CNN. ( Arborio, Basmati, Ipsala, Jasmine, Karacadag )

kaggle matplotlib numpy pandas tensorflow

Last synced: 30 Jun 2026

https://github.com/riccardogiorato/pocketbotanist

a Tensorflow project with vue frontend to recognise flowers 🌺

algorithmia flowers netlify single-page-app tensorflow tensorflow-js transfer-learning vue vuejs

Last synced: 13 Apr 2025

https://github.com/muhammedbuyukkinaci/neural-style-transfer-with-tensorflow

Implementation of Neural Style Transfer algorithm with pre-trained VGG-16 Network & TensorFlow in Python 3.

artistic-style-transfer neural-style-transfer neural-style-transfer-tensorflow tensorflow vgg-16

Last synced: 17 Mar 2025

https://github.com/fr0st1n/seq2seq-chatbot

Seq2Seq Chatbot Using Tensorflow.

artificial-intelligence chatbot neural-network telegram tensorflow

Last synced: 07 Mar 2026

https://github.com/kookmin-sw/2018-cap1-16

Malware Analysis System in Kookmin

cuckoo django elasticsearch ida-pro malware-analysis tensorflow

Last synced: 06 May 2025

https://github.com/mateuszk098/kaggle-notebooks

Bunch of notebooks collection from Kaggle competitions.

data-science deep-learning jupyter-notebook kaggle kaggle-competition lightgbm machine-learning machine-learning-algorithms neural-networks notebook numpy pandas python python3 pytorch scikit-learn supervised-learning tensorflow unsupervised-learning xgboost

Last synced: 12 Apr 2025

https://github.com/asad-ismail/lane_detection

Lane Detection and Classification using Front camera monocular images

adas cpp embedded lanedetection pruning quantization tensorflow weight weightclustering

Last synced: 19 Apr 2025

https://github.com/bessouat40/python-ai-explainability

A python project to find anomaly in an Xray image.

deep-learning explainable-ai health python tensorflow

Last synced: 06 Mar 2025

https://github.com/leeyunjai/teachablemachine-python

keras and tflite inference code for image project of teachable machine

deep-learning keras machine-learning opencv teachable-machine teachablemachine tensorflow tensorflow-lite

Last synced: 10 Apr 2025

https://github.com/abdularis/deeplearningcnn

Content based image retrieval using convolutional neural network and tensorflow

cbir convolutional-neural-network deep-learning image-search tensorflow

Last synced: 10 Jul 2025

https://github.com/sayannath/low-light-image-enhancement

Low Light Image Enhancement using Tensorflow

image-enhancement image-processing tensorflow

Last synced: 15 May 2026

https://github.com/prithvi45/conversational-chatbot

Chatbot built by using Deep Neural Networks and TensorFlow

deep-neural-networks python3 tensorflow

Last synced: 12 May 2025

https://github.com/avidlearnerinprogress/tensorflow-basics

101's regarding Tensorflow

convolutional-neural-networks deep-learning keras mnist tensorflow

Last synced: 10 Apr 2025

https://github.com/jparedesds/tensorflow-twitter-sentiment-analysis

Sentiment analysis study through tweets with TensorFlow

matplotlib nltk pandas regex seaborn sklearn spacy tensorflow workcloud

Last synced: 13 May 2025

https://github.com/marcosalvalaggio/xeye

Image dataset creation for deep learning

datascience deep-learning machine-learning opencv-python pypi-package pytorch tensorflow

Last synced: 02 Mar 2025

https://github.com/toelt-llc/course-oreilly-london-ai

This repository contains the material for the CNN training given at the O'Reilly AI Conference in London in 2019.

deep-learning keras teaching tensorflow

Last synced: 02 Sep 2025

https://github.com/ameyagodbole/abcnn-tensorflow

An implementation of ABCNN from ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Yin, W.; Schutze, H.; Xiang, B.; and Zhou, B.

convolutional-neural-networks nlp sentence-similarity tensorflow

Last synced: 10 Apr 2025