Tensorflow
TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.
- GitHub: https://github.com/topics/tensorflow
- Wikipedia: https://en.wikipedia.org/wiki/TensorFlow
- Repo: https://github.com/tensorflow
- Created by: Google Brain Team
- Released: November 9, 2015
- Aliases: tensorflow-tutorials, tensorflow-experiments, tensorflow-models, tensorflow-examples, tensorflow-1-0, tensorflow-tutorial,
- Last updated: 2026-07-07 00:27:56 UTC
- JSON Representation
https://github.com/srdg/bangla-dl
Classifying handwritten Bengali alphabet characters in real-time using OpenCV and Keras.
classification computer-vision convolutional-neural-networks deep-learning handwritten-character-recognition keras ocr-recognition opencv2 tensorflow
Last synced: 01 Mar 2026
https://github.com/ekramasif/sms-spam-prediction-using-bert
SMS Spam Prediction Using Bidirectional Encoder Representations from Transformers
bert bert-sms-spam-prediction deep-learning ml prediction prediction-model sms-spam-prediction spam-detector spam-prediction tensorflow tensorflow2
Last synced: 27 Oct 2025
https://github.com/habiburrahman-mu/federated-learning-implementation
Implementations of Federated Learning - Machine Learning on Decentralized Data.
decentralization federated-learning tensorflow tensorflow-federated-learning tff
Last synced: 27 Apr 2026
https://github.com/syrax90/dynamic-solov2-tensorflow2
Dynamic SOLOv2 implementation in TensorFlow 2 for real-time instance segmentation.
computer-vision instance-segmentation solov2 tensorflow tensorflow2
Last synced: 27 Jun 2026
https://github.com/bencardoen/singularity_slurm_cuda
Example on how to get started with Singularity and CUDA on a SLURM cluster
cuda nvidia singularity-container slurm-cluster tensorflow
Last synced: 15 Oct 2025
https://github.com/kennethleungty/tensorflow-transfer-learning-image-classification
Practical Guide to Transfer Learning in TensorFlow for Multiclass Image Classification
artificial-intelligence data-science deep-learning image-classification machine-learning tensorflow transfer-learning
Last synced: 05 Oct 2025
https://github.com/oooook0/deep-neural-network---fake-news-classification
Fake news classification with Tensorflow Hub
classification tensorflow tensorflow-experiments
Last synced: 24 Oct 2025
https://github.com/jonasricker/autocvd
Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.
cuda cuda-visible-devices gpu keras machine-learning nvidia python pytorch tensorflow
Last synced: 26 Feb 2026
https://github.com/lonepatient/tensorflow-eager-examples
Examples of Eager Execution in tensorflow
Last synced: 15 Mar 2026
https://github.com/hayatoy/deep-learning-datasets
deep-learning-datasets
datasets deep-learning keras machine-learning ml-engine tensorflow
Last synced: 05 Oct 2025
https://github.com/hailiang-wang/seq2seq-textsum
基于Seq2Seq+Attention模型的Textsum文本自动摘要
deep-learning seq2seq seq2seq-attn tensorflow text-summarization
Last synced: 26 Oct 2025
https://github.com/soumik12345/neural-machine-translation
Tensorflow 2.0 implementation of Neural Machine Translation using Transformer Model
attention-mechanism deep-learning deep-neural-networks machine-translation natural-language-processing natural-language-understanding self-attention tensorflow tensorflow2 transformer
Last synced: 12 May 2025
https://github.com/rodrigobaron/quick-deploy
Optimize, convert and deploy machine learning models as fast inference API using Triton and ORT. Currently support Hugging Face transformers, PyToch, Tensorflow, SKLearn and XGBoost models.
deep-learning huggingface-transformers inference machine-learning mlops onnx pytorch sklearn tensorflow triton xgboost
Last synced: 08 Mar 2025
https://github.com/neuronets/ams
Automated meningioma segmentation
mri neuroimaging segmentation tensorflow trained-models tumor tumor-segmentation
Last synced: 24 Apr 2025
https://github.com/nexusgpu/tensor-fusion-site
TensorFusion landing page and product docs
ai cuda gpu gpu-acceleration gpu-management gpu-monitoring gpu-pooling gpu-sharing gpu-usage gpu-virtualization nvidia nvidia-cuda pytorch rcuda tensorflow
Last synced: 31 Jul 2025
https://github.com/bergos/keras_gaia
Keras Gaia handles datasets and models for Keras in simple projects
keras linkeddata machine-learning rdf tensorflow
Last synced: 01 Aug 2025
https://github.com/alwint3r/motor-activity-detection-tinyml
Motor Activity Detection using TensorFlow Lite on Arduino Nano 33 BLE board
Last synced: 21 Aug 2025
https://github.com/jeffersonlicet/santander-questions-classification
🥈 Second Place Solution - Public Leaderboard Top 3 - 0.86639 | Clasificación de preguntas de clientes | Escuela de Ciencias Informáticas 2020. Universidad de Buenos Aires y Banco Santander.
fastext keras machine-learning nlp tensorflow word2vec
Last synced: 18 Jul 2025
https://github.com/raminmh/ordinary-neural-circuits
Code repo for paper: ICML 2020 paper Natural lottery ticket winner: RL for ordinary neural circuits
deep-learning deep-reinforcement-learning lottery-ticket-hypothesis neural-circuits neural-networks python reinforcement-learning robotics tensorflow
Last synced: 19 Aug 2025
https://github.com/lucioerlan/object-recognition
🐘 Image recognition application using expo and Tensorflow
Last synced: 18 Aug 2025
https://github.com/timesler/framework-agnostic-deep-learning
Common code for building neural networks with a hybrid of Pytorch and Tensorflow eager execution
deep-learning keras neural-network neural-networks pytorch tensorflow
Last synced: 14 Apr 2025
https://github.com/maxim5/code-inspector
Programming language detector algorithm
algorithm code code-analysis deep-learning lstm machine-learning natural-language-processing programming-languages python recurrent-neural-networks tensorflow
Last synced: 06 Apr 2025
https://github.com/jharrilim/rasadocker
Docker image with Rasa + Anaconda + Tensorflow + portaudio + PyAudio + SpeechRecognition
conda docker portaudio pyaudio rasa rasa-x speech-recognition tensorflow
Last synced: 04 Sep 2025
https://github.com/adesoji1/food-image-classification
Food Image Classification using TensorFlow: A deep learning model to classify various food items using TensorFlow and CNNs.
colab-notebook hyperparameter-optimization hyperparameter-tuning keras-tensorflow matplotlib-pyplot numpy pandas pillow python3 pytorch regularization tensorflow transfer-learning transformer
Last synced: 15 Oct 2025
https://github.com/roma-glushko/rock-paper-scissors
🎲 Application of Computer Vision to the classic game Rock-Paper-Scissors
computer-vision machine-learning mobilenetv2 rock-paper-scissors tensorflow
Last synced: 22 Aug 2025
https://github.com/yigitozgumus/polimi_thesis
This is the code repository of my master's thesis titled "Adversarially Learned Anomaly Detection using Generative Adversarial Networks"
adversarial-feature-learning adversarial-learning anomaly-detection autoencoder deep-learning generative-adversarial-network machine-learning novelty-detection tensorflow thesis-project
Last synced: 07 May 2025
https://github.com/sharyash81/machinelearning-projects
Stanford Machine Learning Specialization - Coursera
classification decision-trees deep-learning linear-regression machine-learning matplotlib neural-network numpy sklearn supervised-learning tensorflow
Last synced: 23 Apr 2025
https://github.com/xinshuoweng/cnnramwatcher
Memory Monitor and Net Visualizer for Deep Neural Network
caffe memory monitor tensorflow torch visualizer
Last synced: 05 Sep 2025
https://github.com/huan/ng-plus-wechaty
Conversational AI TensorFlow.js NLP examples with Wechaty SDK and Angular
angular tensorflow tfjs wechaty
Last synced: 23 Apr 2025
https://github.com/polossk/delpde
Deep Learning-based Numerical Methods for PDEs
numerical-methods pde tensorflow
Last synced: 12 Jun 2025
https://github.com/sharmaabhishekk/interactive-freeze-frames-xg
Interactive site to mess around with xG values
football html-css-javascript tensorflow
Last synced: 18 Feb 2026
https://github.com/daiiz/tfphotoclassifier
The series of flows to classify photos in TensorFlow
Last synced: 25 Aug 2025
https://github.com/janpalasek/resunet-tensorflow
Implements Deep Residual U-Net network.
keras resunet semantic-segmentation tensorflow tensorflow2
Last synced: 25 Aug 2025
https://github.com/nemeslaszlo/social-media-analysis-based-on-covid-19-with-sentiment-analysis-ner-and-information-extraction
This repository contains the social media data scraper and the notebooks of this analysis. Where we analise the Social Media posts - tweets with Sentiment Analysis then we analyse this results with Named Entity Recognition (NER) and Information Extraction methods to get a more accurate and detailed picture of this sentiment results.
bert data-science data-visualization information-extraction keras named-entity-recognition nltk reccurent-neural-network tensorflow textblob
Last synced: 25 Jul 2025
https://github.com/mingtaoguo/faster_rcnn_tensorflow
Simple implementation of faster rcnn by TensorFlow, containing 4 step training and easy to understand
faster-rcnn object-detection rpn tensorflow
Last synced: 10 Jul 2025
https://github.com/ethancaballero/restricted_boltzmann_machine__rbm
Restricted Boltzmann Machine (RBM)
rbm restricted-boltzmann-machine tensorflow
Last synced: 14 Aug 2025
https://github.com/Py-Contributors/dataset-convertor
Dataset-convertor tool in python for object detection dataset
coco-json convert-data-format dataset-converter hacktoberfest object-detection object-detetection pascal-voc pip-package pypi-package python python3 ssd-mobilenet tensorflow tfrecords tfrecords-files yolo yolov5
Last synced: 05 Jul 2026
https://github.com/zephyrusblaze/wildfire-detection
A Wildfire Detection System that integrates machine learning models with satellite imagery, camera feeds, and weather data to predict and detect wildfires effectively.
classification cnn-keras deep-learning flask html-css-javascript keras resnet-50 satellite-imagery tailwindcss tensorflow transfer-learning weather-data wildfire-detection
Last synced: 08 Apr 2026
https://github.com/fazledyn/gender-classification-from-audio-clips
In this project, we built a machine learning model that can identify the gender of a person from their voice recording.
deep-learning gender-classification machine-learning tensorflow
Last synced: 18 Sep 2025
https://github.com/dekhtiarjonathan/dice-dmu_imagery_classification_engine
DICE is a Deep Learning classification engine applied to Digital Mock-Ups (DMU)
computer-vision convolutional-neural-networks deep-learning tensorflow
Last synced: 10 Apr 2025
https://github.com/moisestg/rare-lm
Understanding of broad discourse context for word prediction
deep-learning nlp python tensorflow
Last synced: 21 Apr 2025
https://github.com/gimnathperera/pneumonia-detection-cnn
Deep learning-based pneumonia classification project using TensorFlow and Flask. Accurately identifies pneumonia stages in X-ray images, enabling seamless integration into healthcare systems and custom applications.
cnn deep-learning flask nuralnetwork python tensorflow
Last synced: 30 Apr 2025
https://github.com/bydevmar/bydevmar__youtube
Your one-stop repository for BYDEVMAR's educational content. Access exam corrections, practical work, tutorials, and courses to boost your understanding. Subscribe to BYDEVMAR on YouTube for in-depth learning.
cplusplus csharp git github java javascript matplotlib mongodb mysql numpy oracle php postgresql python pytorch scikit-learn seaborn sqlite tensorflow
Last synced: 05 May 2025
https://github.com/alekseynp/keras-torchvision
keras neural-networks pretrained-models pytorch tensorflow
Last synced: 10 Jun 2025
https://github.com/srlozano/brain-tumor-radiogenomic-classification
Brain Tumor Radiogenomic Classification task solved by Transfer Learning at Universitat de Barcelona and Universitat Politècnica de Catalunya · BarcelonaTech
brain-tumor-classification convolutional-neural-networks deep-learning keras medical-image-analysis python tensorflow transfer-learning
Last synced: 22 Jul 2025
https://github.com/waikato-datamining/tensorflow
Various applications using tensorflow.
deep-learning deepspeech efficientdet image-classification image-segmentation model-maker object-detection python tensorflow tflite
Last synced: 30 Apr 2025
https://github.com/twtrubiks/face-recognition-notes
紀錄 face-recognition 學習
bosssensor face-recognition notes opencv tensorflow
Last synced: 15 Apr 2025
https://github.com/surajv311/facial-exp-recognition
This is a facial expression recognition app built using Tensorflow & OpenCV (Python 🐍). The flask app is trained and can detect expressions like happy, sad, fear, angry, etc.
face-recognition flask keras keras-tensorflow opencv python tensorflow
Last synced: 05 Aug 2025
https://github.com/oleksandr-g-rock/flower_classification
Image Classifications: Flowers Recognition
flower-classification flower-recognition image-classification image-recognition tensorflow tensorflow-tutorials
Last synced: 12 May 2025
https://github.com/jfversluis/azurecustomvisiondemo
Sample Xamarin.Forms app used on an episode of the AI Show
ai azure computervision coreml customvision pancakeview sample-app tensorflow xamarin-forms
Last synced: 28 Jul 2025
https://github.com/tranbavinhson/sequence-labeling
Sequence Labeling implemented by BiLSTM using Tensorflow
bilstm deep-learning lstm lstm-model sequence-labeling tensorflow tensorflow-tutorials
Last synced: 01 Sep 2025
https://github.com/lindronics/honours_project
University final year project: Deep neural networks for classification of multispectral images. Includes dissertation, research Jupyter Notebooks, and code for TensorFlow CNN models.
android android-application deep-learning deep-neural-networks flir flir-one flir-sdk image-classification keras multispectral multispectral-images tensorflow
Last synced: 29 Jul 2025
https://github.com/partylikeits1983/financial-prediction-telegram-bot
a bot that uses tensorflow and facebook prophet arima models to give you updates on stocks
telegram-bot tensorflow time-series-analysis
Last synced: 29 Jul 2025
https://github.com/edgelesssys/marblerun-tensorflow-demo
Privacy preserving machine learning demo using TensorFlow, running as an sgx-enclave with Gramine, orchestrated by MarbleRun
confidential-computing kubernetes marblerun sgx tensorflow
Last synced: 18 Jun 2025
https://github.com/thegreatherrlebert/proteolizard-algorithm
prototype machine-learning solutions for high-throughput MS with ease
bigdata deep-learning ion-mobility-spectrometry machine-learning mass-spectrometry pybind11 tensorflow timstof
Last synced: 16 May 2025
https://github.com/qedk/clarity
Your AI journaling assistant.
artificial-intelligence fastapi journaling keras machine-learning python reactjs tensorflow
Last synced: 18 Apr 2025
https://github.com/roma-glushko/morty
🔬 Lightweight experiment and configuration manager for small ML/DL projects and Kaggling
deep-learning experiment-management experiment-monitor experiment-tracking keras machine-learning pytorch tensorflow
Last synced: 17 Mar 2026
https://github.com/snowkylin/async_rl
Tensorflow implementation of asyncronous 1-step Q learning in "Asynchronous Methods for Deep Reinforcement Learning" with improvement on weight update process (use minibatch) to speed up training.
asynchronous-methods deep-reinforcement-learning mini-batch tensorflow
Last synced: 18 Aug 2025
https://github.com/rexsimiloluwah/plant-disease-classifier-web-app-tensorflowjs
Last synced: 15 Apr 2025
https://github.com/canxkoz/fixeye
Health++ 2019: Detects Diabetic Retinopathy by an accuracy of 78%
hackathon-project health keras-tensorflow machine-learning opencv tensorflow
Last synced: 13 May 2025
https://github.com/jay-johnson/antinex-client
AntiNex python client for training and using pre-trained deep neural networks with JWT authentication
ai ai-security anti-nex artificial-intelligence deep-neural-networks jwt keras python rest-client tensorflow
Last synced: 25 Jul 2025
https://github.com/herbiebradley/cyclegan-tensorflow
A Tensorflow implementation of CycleGAN using Eager Execution, tf.keras.layers, and tf.data.
cyclegan deep-learning style-transfer tensorflow
Last synced: 26 Jul 2025
https://github.com/notedance/models
Neural network models built with TensorFlow.
deeplearning keras models neural-network tensorflow
Last synced: 26 Aug 2025
https://github.com/metriccoders/ai-studio
AI Studio by Metric Coders: A No-Code Software to train, download and deploy Large Language Models.
ai-studio artificial-intelligence generative-ai keras langchain large-language-models llm machine-learning natural-language-processing nlp python python3 scikit-learn tensorflow
Last synced: 03 Oct 2025
https://github.com/pegah-ardehkhani/pneumonia-diagnosis-in-chest-x-ray-images
Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)
cnn data-science deep-learning deep-learning-algorithms deep-learning-healthcare deep-neural-networks healthcare image-classification image-processing lungs machine-learning machine-learning-algorithms pneumonia pneumonia-classification pneumonia-detection pneumonia-diagnosis pneumoniac-xray tensorflow transfer-learning x-ray-images
Last synced: 14 Apr 2025
https://github.com/shaxov/cvnn
Complex-valued neural network implementation in TensorFlow.
complex-valued-neural-networks tensorflow
Last synced: 07 Aug 2025
https://github.com/lucko515/residual-network
The implementation of ResNet using Tensorflow. This implementation is based on this paper: https://arxiv.org/pdf/1603.05027.pdf
machine-learning mnist-dataset neural-network residual-networks resnet tensorflow
Last synced: 14 Apr 2025
https://github.com/akimach/tensorflow17-sampler
Code examples for Tensorflow 1.7
deep-learning deeplearning javascript python tensorflow tensorflow-examples
Last synced: 21 Apr 2025
https://github.com/vidursatija/musicnet
Smart Shuffle for iTunes
itunes machine-learning macos music music-player rnn rnn-tensorflow tensorflow
Last synced: 22 Jul 2025
https://github.com/shaadclt/numberplate-detection-extraction
This project demonstrates how to perform automatic number plate detection and extraction using YOLOv5 for object detection and pytesseract for optical character recognition.
Last synced: 27 Aug 2025
https://github.com/tk2lab/logbesselk
Provide function to calculate the modified Bessel function of the second kind and its derivatives.
Last synced: 16 Jan 2026
https://github.com/gak92/deeplearningai-tensorflow-developer
Keep all the exercise and practices for Deep Learning AI using the Tensorflow framework. CNN, NLP, Time Series. Built with Python and Tensorflow.
deeplearning python3 tensorflow
Last synced: 15 Jul 2025
https://github.com/kelvinlu/krotos-convnet
musical snobbery, with a touch of machine learning
7digital collaborative-filtering latent-features music music-recommendation song-dataset tensorflow
Last synced: 26 Jul 2025
https://github.com/Jumpst3r/tensorflow-lite-sgx
A port of the tensorflow-lite for microcontrollers framework to Intel's SGX Framework. Designed to simplify research of privacy preserving machine learning in the context of trusted execution environments (TEEs).
privacy-preserving-machine-learning sgx sgx-enclave tensorflow
Last synced: 20 Apr 2025
https://github.com/flakas/bubble-shooter-bot
Tensorflow and Q-Learning based Python bot for the Bubble Shooter flash game
bot bubble-shooter keras opencv python q-learning reinforcement-learning tensorflow
Last synced: 10 Apr 2025
https://github.com/t04glovern/deep-dune-coloring
Automatic coloring and shading of Dune coloring book using manga-style lineart model from deepcolor. Makes use of Tensorflow + cGANs
Last synced: 30 Jul 2025
https://github.com/crispengari/gender-classification
this is a simple rest api serving a deep learning model that classifies human gender based on their faces. (vgg16 transfare learning)
artificial-intelligence deep-learning face-re flask gender-classification image-classification keras machine-learning tensorflow vgg16
Last synced: 16 Aug 2025
https://github.com/fardinhash/python_examples
Python examples & experiments.
cv2 eye-detection eye-mouse face-detection face-recognition gesture-recognition machine-learning mask-detection python python-libraries python-problems python-programming python-solutions python3 tensorflow
Last synced: 27 Jul 2025
https://github.com/jomit/aitrials
Machine Learning sample code and walkthroughs
azure azure-batchai deep-learning kubernetes machine-learning tensorflow
Last synced: 10 Aug 2025
https://github.com/zhangjun/tf_serving_client_brpc
tensorflow serving client using brpc
brpc client deep-learning serving tensorflow tensorflow-serving
Last synced: 09 Apr 2025
https://github.com/rh01/coursera_dl
deep learning specialization course in Coursera, contains nn, CNN, RNN topics.
cnn cnn-keras cnn-model computer-vision coursera deep-learning deep-networks deep-neural-networks lstm machine-learning neural-network neural-networks nn optimization python3 rnn rnn-tensorflow tensorflow tensorflow-models tutorial
Last synced: 27 Dec 2025
https://github.com/drreetusharma/ai-driven-de-novo-drug-design
de novo drug design (joint project)
docker drug machine-learning numpy pandas python pytorch tensorflow
Last synced: 28 Jul 2025
https://github.com/daixinye/tf_flexible_detector
基于 TensorFlow 物体检测 API 的柔性对象识别系统
detection-api machine-learning tensorflow
Last synced: 15 May 2025
https://github.com/bitwise-01/cambrian
Classifying cats from dogs using machine learning
keras machine-learning tensorflow
Last synced: 10 Mar 2026
https://github.com/alanspike/lmdb_to_tfrecords
change LMDB to tfrecords
caffe lmdb tensorflow tfrecords
Last synced: 21 Aug 2025
https://github.com/thecoderpinar/plant-health-monitoring
🌱 This project aims to automate plant health monitoring using computer vision and deep learning. It focuses on accurate disease detection and classification in plants through rigorous data preprocessing and robust model selection.
agriculture artificial-intelligence cnn cnn-model computer-vision deep-learning github keras machine-learning open-source opencv plant-health tensorflow
Last synced: 16 Aug 2025
https://github.com/ct-clmsn/distributed-tensorflow-orchestration
Distributed Tensorflow Orchestration - Tools and software to assist users deploying Tensorflow on Mesos managed clusters.
cloud cloud-computing mesos tensorflow
Last synced: 02 May 2025
https://github.com/sayakpaul/consistency-training-with-supervision
Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".
computer-vision consistency-regularization keras robustness-experiments tensorflow
Last synced: 20 Sep 2025
https://github.com/denismurphy/gru-coreml
CoreML compatible GRU neural network for dynamic prediction
coreml coremltools educational gated-recurrent-unit gru ios keras nuralnetwork python swift tensorflow
Last synced: 08 Apr 2025
https://github.com/sayakpaul/ccd-ahm-2022
Contains my code and deck for Cloud Community Days Ahmedabad 2022.
deployment docker gcp keras onnx tensorflow vertex-ai vision
Last synced: 20 Sep 2025
https://github.com/3mapslab/tf-object-detector
A small component for you to start processing images and recognizing their content
docker object-detection python recognition tensorflow
Last synced: 09 Jul 2025
https://github.com/nasa-nccs-hpda/tensorflow-caney
Python framework for lots of geospatial TensorFlow tools
deep-learning machine-learning python remote-sensing tensorflow
Last synced: 13 Apr 2025
https://github.com/ksalama/tf-textanalysis-gcp
Shows how to perform text preprocessing using BigQuery, tf.hub, tf.transform, and Dataflow to perform Text Similarity Analysis
embeddings machine-learning tensorflow text-analysis
Last synced: 29 Jul 2025
https://github.com/sirius-mhlee/object-detection-using-tensorflow-fast-rcnn
Tensorflow implementation of Fast R-CNN
deep-learning fast-rcnn object-detection paper-implementation python tensorflow
Last synced: 12 Mar 2026
https://github.com/antz22/visionary
Visionary is a revolutionary mobile app that assists the visually impaired in interacting with the world. (2nd Place Overall MEGA Hack)
accessibility computer-vision flask flutter inclusivity keras machine-learning object-detection python tensorflow
Last synced: 13 Apr 2026
https://github.com/imvision12/image-super-resolution
Tensorflow Implementation of enhanced deep super-resolution network (EDSR) and Super Resolution Generative Adversarial Networks(SRGAN) Paper
cnn div2k edsr gan srgan srresnet super-resolution tensorflow
Last synced: 22 Sep 2025
https://github.com/asutosh11/face-match-x
Face matching system using Tensorflow/Keras deployed and as a Python (Flask) web App
css deep-learning face-matching face-recognition flask flask-application html keras-tensorflow machine-learning python tensorflow webapp
Last synced: 28 Sep 2025