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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

UpdatedDec 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

UpdatedJun 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

UpdatedAug 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

UpdatedMar 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

UpdatedApr 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

UpdatedMar 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

UpdatedAug 20, 2022
Python

KUASWoodyLIN /TensorFlow-Augmentation

tensorflow keras tf2 tf-data image-augmentation augmentation

UpdatedNov 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

UpdatedOct 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

UpdatedSep 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

UpdatedMay 27, 2019
Jupyter Notebook

18520339 /tf2-sequence-recognition-toolkit

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

UpdatedJun 24, 2024
Python

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

UpdatedAug 29, 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 onhttps://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

UpdatedFeb 21, 2023
Python

SIdR4g /Crop-Dissease-Classificaton-WebApp-

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

tensorflow python3 tf-data streamlit

UpdatedJul 20, 2022
Python

InzamamAnwar /AlexNet-Implementation-with-TFData-pipeline

A simple implementation AlexNet

alexnet convolutional-neural-networks tf-data tfrecords

UpdatedJul 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

UpdatedMay 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

UpdatedDec 21, 2023
Python

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