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tf-data

Here are 17 public repositories matching this topic...

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

torchdatasets

szymonmaszke / torchdatasets

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

<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

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

mostafaelhoushi / keras-imagenet

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

andreped / DMDetect

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

looooongChen / tfAugmentor

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

KUASWoodyLIN / TensorFlow-Augmentation

tensorflow keras tf2 tf-data image-augmentation augmentation

Updated Nov 11, 2021
Python

Thehunk1206 / Arduino-Surrounding-Sound-Classifier

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

itacca / tf-multi-task-classification

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

Convolutional Denoising Autoencoder for low light image denoising

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

Updated May 27, 2019
Jupyter Notebook

itacca / keras-CNN-template

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

SIdR4g / Crop-Dissease-Classificaton-WebApp-

A web app designed for identifying different disseases for a specific crop

tensorflow python3 tf-data streamlit

Updated Jul 20, 2022
Python

waterviewsrl / swiss-army-keras

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

iot neural-network keras edge classification segmentation quantization unet tf-data deeplabv3 tflite deeplab-v3-plus edge-ai tensorflow2 edgetpu albumentations coral-tpu tf-trt efficientnet-lite

Updated Feb 21, 2023
Python

InzamamAnwar / AlexNet-Implementation-with-TFData-pipeline

A simple implementation AlexNet

alexnet convolutional-neural-networks tf-data tfrecords

Updated Jul 18, 2018
Python

prateeshreddy / GTSRB_road_sign_recog

German Traffic Signs Classification

computer-vision deep-learning tensorflow tf-data german-traffic-sign-classifier data-pipepline

Updated May 2, 2020
Jupyter Notebook

sunsikim / demo-cifar10-classifier

Streamlit Demo of CIFAR10 Data Classifiers

cv tf-data keras-callback tensorflow2 functional-api streamlit tf-image

Updated Dec 21, 2023
Python

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