tensorflow-datasets

There are 3 repositories under tensorflow-datasets topic.

recommender-system-tutorial
xei / recommender-system-tutorial
A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.
recommender-system recommendation-system recommendation-engine information-retrieval ranking ranking-system tensorflow tensorflow-tutorials tensorflow-examples tensorflow-recommenders tensorflow-datasets tensorflow-serving keras keras-tutorials movielens movielens-movie-recommendation
Language:Jupyter Notebook 147
secsilm / understaing-datasets-estimators-tfrecords
Try to use tf.estimator and tf.data together to train a cnn model.
tensorflow estimator machine-learning deep-learning tensorflow-datasets tfrecords tensorflow-estimator cnn
Language:Jupyter Notebook 79
GSOC
captain-pool / GSOC
Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944
enhanced-super-resolution googlesummerofcode keras onnx super-resolution tensorflow tensorflow-2 tensorflow-2-sample tensorflow-datasets tf-hub tpu
Language:Python 68
himanshurawlani / practical_intro_to_tf2
Building an image classifier in TF2
tensorflow tensorflow-datasets tf-keras tensorflow-2 image-classifier tensorflow-serving
Language:Jupyter Notebook 55
drewszurko / tensorflow-WGAN-GP
TensorFlow 2.0 implementation of Improved Training of Wasserstein GANs
tensorflow tensorflow-wgan-gp tensorflow-datasets wasserstein-gan wgan-gp tensorflow2
Language:Python 25
larq / zookeeper
A small library for managing deep learning models, hyperparameters and datasets
python machine-learning deep-learning command-line-interface tensorflow keras tensorflow-datasets hyperparameter
Language:Python 23
google-parfait / dataset_grouper
Libraries for efficient and scalable group-structured dataset pipelines.
apache-beam datasets federated-learning jax pytorch tensorflow tensorflow-datasets
Language:Python 21
jeongukjae / tfds-korean
A collection of Korean Text Datasets ready to use using Tensorflow-Datasets.
tensorflow-datasets tensorflow datasets
Language:Python 20
ksachdeva / tiny-imagenet-tfds
tiny-imagenet dataset downloader & reader using tensorflow_datasets (tfds) api
tensorflow tensorflow-datasets tensorflow-data machine-learning dataset imagenet imagenet-classification-challenge tiny-imagenet200 tiny-imagenet-challenge
Language:Python 20
franneck94 / TensorCross
Cross Validation, Grid Search and Random Search for TensorFlow 2 Datasets
cross-validation grid-search tensorflow-datasets tensorflow2 random-search validation tensorflow gridsearchcv dataset python gridsearch
Language:Python 14
akb89 / word2vec
Re-implementation of Word2Vec using Tensorflow v2 Estimators and Datasets
tensorflow tensorflow-datasets tensorflow-estimators tensorflow2 word2vec
Language:Python 12
npuichigo / tarzan
High-level API for tar-based dataset
tar webdataset data-loading huggingface-datasets tensorflow-datasets torchdata
Language:Python 10
sheatsley / datasets
Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets
python3 datasets nsl-kdd unsw-nb15 numpy phishing machine-learning cic-malmem-2022 torchvision-datasets tensorflow-datasets cifar-10 fashion-mnist mnist
Language:Python 10
animikhaich / AlexNet-Tensorflow
GPU Optimized AlexNet Implementation to train on ImageNet 2012 using Tensorflow 2.x
alexnet tensorflow tensorflow2 alexnet-tensorflow python tfdata tensorflow-datasets imagenet paper implementation
Language:Jupyter Notebook 9
mostafaelhoushi / keras-imagenet
Example to load, train, and evaluate ImageNet2012 dataset on a Keras model
keras imagenet tf-data tensorflow-datasets keras-model mobilenet
Language:Python 9
amazon-sagemaker-tensorflow-custom-containers
juvchan / amazon-sagemaker-tensorflow-custom-containers
This project shows step-by-step guide on how to build a real-world flower classifier of 102 flower types using TensorFlow, Amazon SageMaker, Docker and Python in a Jupyter Notebook.
aws amazonsagemaker tensorflow2 tensorflow-serving tensorflow-datasets tensorflow-hub transfer-learning docker-container deep-learning classification-model
Language:Jupyter Notebook 8
akthammomani / MAXELLA-APP-Movies-Tensorflow-Recommenders-TFRS
Build MAXELLA App to recommend Movies using TensorFlow Recommenders (TFRS)
tensorflow deep-learning machine-learning movielens recommender-system wordcloud-visualization folium-maps seaborn-plots tensorflow-datasets pandas-dataframe python tfrs astar-algorithm
Language:Jupyter Notebook 7
sayakpaul / Data-Pipelines-with-TensorFlow-Data-Services-Exercises
This repository contains the exercise notebooks for the Data Pipelines with TensorFlow Data Services (Coursera) course.
tensorflow tensorflow-datasets
Language:Jupyter Notebook 7
animikhaich / VGGNet-Tensorflow
VGGNet-Family (11, 13, 16 & 19) Implementation to train on ImageNet 2012 using Tensorflow 2.x
vgg vgg16 vgg19 tensorflow cnn implementation-of-research-paper tensorflow-datasets imagenet python
Language:Jupyter Notebook 4
zincware / ZnH5MD
ZnH5MD - High Performance Interface for H5MD Trajectories
h5md h5py tensorflow-datasets trajectory-analysis science molecular-dynamics
Language:Python 4
santhoshkolloju / TfRecordPytorch
tfrecord
tfrecords tensorflow pytorch pytorch-dataset pytorch-dataloader-objects tensorflow-datasets
Language:Python 3
petrov826 / tfrs
building recommendation system using TensorFlow Recommenders
tensorflow tensorflow-tutorials tensorflow-recommenders tensorflow-datasets
Language:Jupyter Notebook 2
adil-imran / Data-Augmentation---Deep-Learning
Tf dataset Citrus_leaves is demonstrated for the Data Augmentation deep learning.
tensorflow keras matplotlib-pyplot tensorflow-datasets numpy
Language:Jupyter Notebook 1
ChanchalKumarMaji / Google-Summer-of-Code-2019
Google Summer of Code - 2019
gsoc-2019 tensorflow tensorflow-datasets
1
Micky373 / AI_projects
I've completed a number of deep learning and machine learning projects in this repository. In the future, I'll be adding other projects as well. The majority of the data was gathered from Kaggle, TensorFlow datasets, and other places that offer free data. In order to create my models, I used the Google Colab environment.
data-science deep-learning machine-learning pandas streamlit-webapp tensorflow-datasets matplotlib numpy seaborn
Language:Jupyter Notebook 1
Micky373 / potato_disease_classification_using_deep_learning
In this project I trained a CNN model and predicted three types of potato leaf. Either the potato may be healthy or has an early blight disease or late blight disase. The model has good accuracy on these 3 classes. But it is accepting only images of size (256,256) if we pass images other than that shape it won't work.
cnn-classification fastapi tensorflow-datasets
Language:Jupyter Notebook 1
novasush / Parallelization-with-TFDS
We are going to use CPU for Extract , Transform and Load, and GPU for training model parallelly
tensorflow tensorflow-tutorials tensorflow-examples tensorflow2 tensorflow-datasets tensorflow-dataset tensorflow-data-pipeline tensorflow-models tensorflow-experiments tensorflow-dataset-api
Language:Jupyter Notebook 1
VikramjitSinghRathee / Convolutional-Neural-Network-from-Scratch-for-Crop-Disease-Classification---Agriculture-Domain
Create Convolutional Neural Network from scratch with potato disease classification. App will allow farmers to snap a picture of a plant and determine whether the plant has a disease or not.
tensorflow keras convolutional-neural-networks data-augmentation tensorflow-datasets tensorflow-lite tensorboard-visualizations
Language:Jupyter Notebook 1
VikramjitSinghRathee / Finetuning-with-Pre_Trained-Mobilenet_v2-for-Crop-Disease-Classification---Agriculture-Domain
Utilize mobilenet_v2 and Finetune it with potato disease image dataset (3 classes). App will allow farmers to snap a picture of a plant and determine whether the plant has a disease or not.
convolutional-neural-networks fine-tuning mobile-net tensorflow keras data-augmentation tensorflow-lite gpu-acceleration tensorflow-datasets
Language:Jupyter Notebook 1
YonoHub / Introducing-TensorFlow-Datasets-in-YonoHub-Suit
The repository contains the materials discussed in part 1 of the Image Classification with YonoHub & Tensorflow V2.0 Series
tensorflow-datasets tensorflow-dataset-api tesnorflow tesnorflow-datasets-visulization yonohub image-classification
Language:Arc 1
bhatt-j / Clothing-Image-Recognition
google-developers image-recognition softmax softmax-layer tensorflow tensorflow-datasets
Language:Jupyter Notebook 0
polaternez / citrus-diseases-detection
Classifying citrus leaf images based on disease type using Convolutional Neural Networks(CNNs).
cnn flask-api image-classification keras tensorflow tensorflow-datasets
Language:Jupyter Notebook 0
EPSOFT / dataset-generator
dataset generator
data dataset dataset-generation matplotlib matplotlib-figures tensorflow tensorflow-datasets
Language:Jupyter Notebook
kuntala-c / Deep-Learning-Data-Augmentation-Using-Beans-Dataset
Demo of data augmentation: a technique to increase the diversity of your training set by applying random (but realistic) transformations, such as image rotation
tensorflow tensorflow-keras tfds tensorflow-datasets matplotlib numpy python deep-learning data-augmentation preprocessing-layers
Language:Jupyter Notebook
mohitkothari-dev / TransferLearning
This repo consists a Python Notebook file where I have performed transfer learning using Keras Xception Transformer.
keras python xception xception-model cnn transfer-learning transformer tensorflow-datasets tensorlfow tfdata tfds
Language:Jupyter Notebook
mpolinowski / keras_transfer_learning_2023
Using Keras models and datasets to build custom prediction models
food-101 keras-application tensorflow-datasets transfer-learning
Language:Jupyter Notebook

tensorflow-datasets

xei / recommender-system-tutorial

secsilm / understaing-datasets-estimators-tfrecords

captain-pool / GSOC

himanshurawlani / practical_intro_to_tf2

drewszurko / tensorflow-WGAN-GP

larq / zookeeper

google-parfait / dataset_grouper

jeongukjae / tfds-korean

ksachdeva / tiny-imagenet-tfds

franneck94 / TensorCross

akb89 / word2vec

npuichigo / tarzan

sheatsley / datasets

animikhaich / AlexNet-Tensorflow

mostafaelhoushi / keras-imagenet

juvchan / amazon-sagemaker-tensorflow-custom-containers

akthammomani / MAXELLA-APP-Movies-Tensorflow-Recommenders-TFRS

sayakpaul / Data-Pipelines-with-TensorFlow-Data-Services-Exercises

animikhaich / VGGNet-Tensorflow

zincware / ZnH5MD

santhoshkolloju / TfRecordPytorch

petrov826 / tfrs

adil-imran / Data-Augmentation---Deep-Learning

ChanchalKumarMaji / Google-Summer-of-Code-2019

Micky373 / AI_projects

Micky373 / potato_disease_classification_using_deep_learning

novasush / Parallelization-with-TFDS

VikramjitSinghRathee / Convolutional-Neural-Network-from-Scratch-for-Crop-Disease-Classification---Agriculture-Domain

VikramjitSinghRathee / Finetuning-with-Pre_Trained-Mobilenet_v2-for-Crop-Disease-Classification---Agriculture-Domain

YonoHub / Introducing-TensorFlow-Datasets-in-YonoHub-Suit

bhatt-j / Clothing-Image-Recognition

polaternez / citrus-diseases-detection

EPSOFT / dataset-generator

kuntala-c / Deep-Learning-Data-Augmentation-Using-Beans-Dataset

mohitkothari-dev / TransferLearning

mpolinowski / keras_transfer_learning_2023