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guillaumegenthial / tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

tensorflow named-entity-recognition glove ner tf-data exponential-moving-average character-embeddings bi-lstm-crf conll-2003 state-of-the-art lstm-crf tf-estimator

Updated Dec 18, 2018
Python

open-nudge / torchdatasets

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PyTorch dataset extended with map, cache etc. (tensorflow.data like)

map library disk tensorflow cache filter torch pytorch dataset tf-data concatenate

Updated Jun 13, 2022
Python

rickiepark / aiml4coders

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<개발자를 위한 머신러닝&딥러닝> 도서의 코드 저장소

python machine-learning deep-learning text-classification tensorflow word-embeddings keras text-generation cnn rnn transfer-learning tf-data tensorflow-serving time-series-analysis model-deployment tensorflow-lite tensorflow-js keras-tuner

Updated Aug 7, 2024
Jupyter Notebook

M00NSH0T / Hurricanes

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Here's the code associated with my Machine Learning (ML) based hurricane forecasting system

machine-learning tensorflow aws-s3 geospatial-data tf-data forecasting-models hurricanes

Updated Mar 22, 2021
Jupyter Notebook

andreped / DMDetect

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Code relevant for training, evaluating, assessing, and deploying CNNs for image classification and segmentation of Digital Mammography images

deep-learning tf-data tfrecords keras-tensorflow breast-cancer cnn-classification digital-mammography explainable-ai tensorflow2 mammography

Updated Mar 31, 2023
Jupyter Notebook

mostafaelhoushi / keras-imagenet

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Example to load, train, and evaluate ImageNet2012 dataset on a Keras model

keras imagenet tf-data mobilenet tensorflow-datasets keras-model

Updated Apr 2, 2019
Python

looooongChen / tfAugmentor

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An image augmentation library for tensorflow. It can be used seamlessly with tf.data.Dataset

machine-learning tensorflow dataset tf-data image-augmentation augmentation

Updated Aug 20, 2022
Python

Thehunk1206 / Arduino-Surrounding-Sound-Classifier

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TinyML project. This system monitors your room or surrounding with an onboard microphone of Arduino nano BLE sense. Still Under Developement

arduino machine-learning deep-learning quantization tf-data audio-processing spectrograms tflite-conversion tflite-models arduino-nano-33-ble-sense int8-quantization tflite-micro

Updated Oct 18, 2021
Jupyter Notebook

KUASWoodyLIN / TensorFlow-Augmentation

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tensorflow keras tf2 tf-data image-augmentation augmentation

Updated Nov 11, 2021
Python

18520339 / tf2-sequence-recognition-toolkit

Sponsor

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TensorFlow 2 Toolkit for Sequence-level Text Recognition that simplifies the process of importing, handling, and visualizing sequence data, as well as providing most used loss functions and evaluation metrics in the development of Sequence Text Recognition models

ocr deep-learning tensorflow levenshtein-distance text-recognition optical-character-recognition tf-data ctc-loss icdar2015

Updated Jun 24, 2024
Python

itacca / keras-CNN-template

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Computer Vision project, built around Convolutional neural network (CNN) for multi-class classification. The project represents an attempt to build modular, OOP approach with an example of how to use modules on MNIST 10-class classification.

template tutorial deep-learning pipeline custom tensorflow oop keras cnn mnist oop-principles tf-data mlflow

Updated Aug 29, 2022
Python

itacca / tf-multi-task-classification

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Multi-task classification project, with the custom training loop implemented from scratch in TF 2.2+ and the usage of "tf.data.Dataset" object for handling the data.

template computer-vision tensorflow cv keras cnn tf2 mnist tf-data augmentation cnn-classification multitask-learning mlflow tf-function gradient-tape custom-training-loops

Updated Sep 19, 2022
Python

Aftaab99 / DenoisingAutoencoder

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Convolutional Denoising Autoencoder for low light image denoising

deep-learning tensorflow tf-data denoising-autoencoders low-light-enhance renoir-dataset

Updated May 27, 2019
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imehranasgari / DL_TensorFlow_LowLevelAPI_tfDataPipeline

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Practical guide to building high-performance data pipelines in TensorFlow using the tf.data API. Covers dataset creation, preprocessing, shuffling, batching, caching, and prefetching with AUTOTUNE to maximize training throughput and hardware utilization.

python api deep-learning interactive tensorflow numpy tf-data lowlevelapi tfdatapipeline low-level-api-tensorflow pipeline--optimize

Updated Aug 17, 2025
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avikds / Fine-Tune-BERT-for-Text-Classification-with-TensorFlow

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TensorFlow-based BERT fine-tuning pipeline for binary text classification, featuring tf.data preprocessing, tokenization, and evaluation.

machine-learning deep-learning text-classification tensorflow transformers quora tf-data binary-classification bert tensorflow-hub

Updated Apr 21, 2026
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waterviewsrl / swiss-army-keras

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A library to help with the development of AI models with Keras, with a focus on edge / IoT applications. Based originally on https://github.com/yingkaisha/keras-unet-collection