關於 image dataset ，我們在網路上蒐集到這些相關的討論、資訊與評價

#11. The Open Images dataset - GitHub

The Open Images dataset. Contribute to openimages/dataset development by creating an account on GitHub.

#12. COCO dataset

Superpixel stuff segmentation; 330K images (>200K labeled); 1.5 million object instances; 80 object categories; 91 stuff categories; 5 captions per image ...

#13. Loading Custom Image Dataset for Deep Learning Models

In this article, you will learn how to load and create image train and test dataset from custom data as an input for Deep learning models.

#14. [2106.09672] The 2021 Image Similarity Dataset and Challenge

This paper introduces a new benchmark for large-scale image similarity detection. This benchmark is used for the Image Similarity Challenge at ...

#15. Announcing WIT: A Wikipedia-Based Image-Text Dataset

With data in 108 languages, WIT is the first large-scale, multilingual, multimodal dataset. # of Image-Text Sets, Unique Languages, # of Images ...

#16. Properly load any image dataset as ImageDataset - AutoGluon

Load a csv file or construct your own pandas DataFrame with image and label columns ... Convert a list of images to dataset directly with ImageDataset.

#17. Building powerful image classification models using very little ...

Training a convnet from scratch on a small image dataset will still ... from keras.preprocessing.image import ImageDataGenerator datagen ...

#18. AI Image Data | TELUS International

TELUS International provides image data creation and image data annotation services for AI, computer vision (CV), and machine learning (ML) applications.

#19. GID Dataset - Xin-Yi Tong

Abstract. In recent years, large amount of high spatial-resolution remote sensing (HRRS) images are available for land-cover mapping.

#20. VISION: a video and image dataset for source identification

The VISION dataset is currently composed by 34,427 images and 1914 videos, both in the native format and in their social version (Facebook, ...

#21. STL-10 dataset

The STL-10 dataset is an image recognition dataset for developing unsupervised feature learning, deep learning, self-taught learning algorithms.

#22. CIFAR-10 and CIFAR-100 datasets

The dataset is divided into five training batches and one test batch, each with 10000 images. The test batch contains exactly 1000 randomly-selected images from ...

#23. Open Images Dataset V4 - 資料集- 國網中心資料集平台

Open Images is a dataset of ~9 million images that have been annotated with image-level labels and object bounding boxes.

#24. Datasets Resource Center - Appen

Among our offerings, you will find datasets across multiple data types, including image, video, speech, audio, and text. We are constantly building new datasets ...

#25. Create an image dataset from object classification - IBM

Each folder in the dataset, one for testing, training, and validation, has images that are organized by class labels. /dir/train ├── label1 ├── a.png └─ ...

#26. sklearn.datasets.load_sample_images

Load sample images for image manipulation. ... The full description of the dataset. Examples ... from sklearn.datasets import load_sample_images >>> dataset ...

#27. Dataset list - A list of the biggest machine learning datasets

A list of the biggest datasets for machine learning from across the web. Image datasets, NLP datasets, self-driving datasets and question answering ...

#28. HyperKvasir, a comprehensive multi-class image and video ...

In this respect, this article presents HyperKvasir, the largest image and video dataset of the gastrointestinal tract available today.

#29. An ecologically motivated image dataset for deep learning ...

Here, we introduce ecoset, a large-scale image dataset designed for human visual neuroscience, which consists of >1.5 million images from ...

#30. Computing Mean & STD in Image Dataset | Nikita Kozodoi

In computer vision, it is recommended to normalize image pixel values relative to the dataset mean and standard deviation.

#31. There are 95 images datasets available on data.world.

DogAge dataset contains images of dogs, mapping them to one of the three classes young, adult or senior. Used in 4 projects.

#32. Aerial Image Dataset From CCU Robot Vision Lab

This is a dataset for vehicle detection in aerial images. It contains 5985 RGB aerial images from different places in Taiwan.

#33. Creating datasets and importing images - Google Cloud

For AutoML Vision Object Detection dataset creation and image import are combined in consecutive steps in the UI. Importing images into an empty dataset: For ...

#34. torchvision.datasets - PyTorch

Defaults to category . transform (callable, optional) – A function/transform that takes in an PIL image and returns a transformed version. E.g, ...

#35. How to build a dataset for image classification - Levity.ai

Your image dataset is your ML tool's nutrition, so it's critical to curate digestible data to maximize its performance.

#36. Columbia Image Splicing Detection Evaluation Dataset

The image blocks are extracted from images in the CalPhotos collection, with a small number of additional images captured by digital cameras. The dataset ...

#37. INRIA Holidays dataset

The first image of each group is the query image and the correct retrieval results are the other images of the group. The dataset can be downloaded from this ...

#38. MVTec Screws Dataset

It contains 384 images of 13 different types of screws and nuts on a wooden background. All objects are labeled by oriented bounding boxes and their respective ...

#39. CVonline: Image Databases - Informatics Homepages Server

Machine learning datasets - see CV tab; YACVID - a tagged index to some computer vision datasets. Action Databases. See also: Action Recognition's dataset ...

#40. Large-scale CelebFaces Attributes (CelebA) Dataset - MMLab ...

CelebFaces Attributes Dataset (CelebA) is a large-scale face attributes dataset with more than 200K celebrity images, each with 40 attribute annotations.

#41. Image Manipulation Dataset - Pattern Recognition Lab

The Image Manipulation Dataset is a ground truth database for benchmarking the detection of image tampering artifacts. It includes 48 base images, ...

#42. Downloading and Evaluating Open Images — FiftyOne 0.14.2 ...

Starting a new ML project takes data and time, and the datasets in the FiftyOne Dataset Zoo can help jump start the development process. Open Images in ...

#43. ADE20K dataset

Scene parsing data and part segmentation data derived from ADE20K dataset could ... 64 images and annotations used for checking the annotation consistency ...

#44. A fully-labelled image dataset for indoor object classification.

This dataset entitled MYNursingHome is an image dataset for commonly used objects surrounding the elderlies in their home cares. Researchers may use this data ...

#45. Open Datasets For Deep Learning - Analytics Vidhya

Open Images is a dataset of almost 9 million URLs for images. These images have been annotated with image-level labels bounding ...

#46. How to Configure Image Data Augmentation in Keras

The images in the dataset are not used directly. Instead, only augmented images are provided to the model. Because the augmentations are ...

#47. VisualData Discovery - Search Engine for Computer Vision ...

A dataset of Amazon products with metadata, catalog images, and 3D models. Object Detection (Image). 3D. Image Classification. Popularity.

#48. DIV2K Dataset

DIV2K dataset: DIVerse 2K resolution high quality images as used for the ... title = {NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and ...

#49. SMOTE technique not oversampling image dataset - Stack ...

I have image dataset belongs to 5 categories,the dataset is highly unbalanced. ... I load images using tensorflow flow.from directory function and use smote ...

#50. Amazon Bin Image Dataset - Registry of Open Data on AWS

The Amazon Bin Image Dataset contains over 500,000 images and metadata from bins of a pod in an operating Amazon Fulfillment Center. The bin images in this ...

#51. RAISE - The Raw Images Dataset - MMLab

RAISE is a challenging real-world image dataset, primarily designed for the evaluation of digital forgery detection algorithms.

#52. How to create a deep learning dataset using Google Images

And to make matters worse, manually annotating an image dataset can be a time consuming, tedious, and even expensive process.

#53. An Image-Based Benchmark Dataset and a Novel Object ...

Datasets. Currently, there are not so many datasets for water surface object detection. Boat-types-recognition dataset is the only public image- ...

#54. The Berkeley Segmentation Dataset and Benchmark

To this end, we have collected 12,000 hand-labeled segmentations of 1,000 Corel dataset images from 30 human subjects. Half of the segmentations were ...

#55. The world's largest open library dataset - Unsplash

Train and test models using the largest collaborative image dataset ever openly shared. The Unsplash Dataset is created by 250000+ contributing ...

#56. ImageCLEF Wikipedia Image Retrieval Datasets

The Wikipedia image retrieval task ran as part of ImageCLEF for four years: 2008-2011. 2. Datasets. Two collections of Wikipedia images were used during the ...

#57. A simple way to collect your deep learning image dataset

Deep Learning has become the go-to method for solving many challenging problems. As we know, with enough training, a deep network can segment and identify ...

#58. Build an image dataset · TensorFlow Examples (aymericdamien)

For this example, you need to make your own set of images (JPEG). We will show 2 different ways to build that dataset: From a root folder, that will have a sub- ...

#59. Aerial Image DataSet | CAPTAIN

On Creating Benchmark Datasets for Aerial Image Interpretation: Reviews, ... AID: A benchmark dataset for performance evaluation of aerial scene ...

#60. Inria Aerial Image Labeling Dataset

The dataset. The Inria Aerial Image Labeling addresses a core topic in remote sensing: the automatic pixelwise labeling of aerial imagery (link to paper).

#61. MIVIA HEp-2 Images Dataset

MIVIA HEp-2 Images Dataset. Description. The website offers an image database of Indirect ImmunoFluorescence (IIF) images. It is the outcome of a research ...

#62. Light Field Image Dataset of Skin Lesions - IEEE Xplore

Light Field Image Dataset of Skin Lesions ... This dataset contains 250 light fields, captured with a focused plenoptic camera and classified into eight ...

#63. C4L Image Dataset | IEEE DataPort

This is a collection of 2D and 3D images used for grayscale image processing tests. It includes at least 8 images ... USC SIPI Image Dataset.

#64. SIPI Image Database

The USC-SIPI image database is a collection of digitized images. It is maintained primarily to support research in image processing, image analysis, ...

#65. Dataset - iciar 2018 - Grand Challenge

Microscopy images are labelled as normal, benign, in situ carcinoma or invasive carcinoma according to the predominant cancer type in each image. The annotation ...

#66. Tencent Released The Largest Multi-Labelled Image Dataset

Tencent AI has now released the largest open-source, multi-label dataset. It contains nearly 18 million images, multi-labeled with up to ...

#67. Amazon, Berkeley release dataset of product images and ...

Dataset includes multiple images of 147702 products, including 360° rotations and 3-D models for thousands of them.

#68. Datasets | lesc.det.unifi.it

The 'VISION dataset' contains more than 35000 images and videos captured using 35 ... paper "VISION: a video and image dataset for source identification", ...

#69. Linnaeus 5 dataset

Linnaeus 5 dataset. Overview. 5 classes: berry, bird, dog, flower, other (negative set); Images are 256x256 pixels, color (downsampled versions: 128X128, ...

#70. DTU Robot Image Data Sets | Data for Evaluating Computer ...

DTU Robot Image Data Sets. Data for Evaluating Computer Vision Methods etc. DTU Robot Image Data Sets. Search. Main menu. Home · 3DV Pose dataset – 2016 ...

#71. How To Create An Image Dataset and Labelling By Web ...

For creating an image dataset, we need to acquire images by web scraping or better to say image scraping and then label using Labeling software ...

#72. MSRC-v2 image dataset - Figshare

MSRC-v2 image dataset. ... Source: https://www.microsoft.com/en-us/research/project/image-understanding/?from=http://research.microsoft.com/ ...

#73. FREE Labeled Images for Machine Learning - YouTube

#74. CEM500K, a large-scale heterogeneous unlabeled cellular ...

Although several annotated image datasets for cell and organelle segmentation are publicly available, these often exclusively consist of images ...

#75. A DICOM dataset for evaluation of medical image de ...

DICOM image information objects were selected from datasets published in TCIA. Synthetic Protected Health Information (PHI) was generated and ...

#76. Sentiment Dataset

An dataset for image sentiment analysis. ... file browsing. ... The increasing popularity of the social networks and users' tendency towards sharing their feelings, ...

#77. Describable Textures Dataset (DTD)

The Describable Textures Dataset (DTD) is an evolving collection of textural images in the wild, annotated with a series of human-centric attributes, ...

#78. RDD2020: An Image Dataset for Smartphone-based Road ...

The RDD2020 dataset contains 26336 road images collected from India, Japan, and the Czech Republic with more than 31000 instances of road ...

#79. Corel Image Features Data Set - UCI Machine Learning ...

Abstract: This dataset contains image features extracted from a Corel image collection. Four sets of features are available based on the color histogram, ...

#80. CEM500K – A large-scale heterogeneous unlabeled cellular ...

... cellular electron microscopy image dataset for deep learning ... We release the CEM500K dataset, pre-trained models and curation ...

#81. RDD2020: An annotated image dataset for automatic road ...

This data article provides details for the RDD2020 dataset comprising 26,336 road images from India, Japan, and the Czech Republic with more ...

#82. nuImages - nuScenes

We also provide past and future camera images, resulting in a total of 1,200,000 camera images. A number of related image datasets for autonomous driving were ...

#83. Dataset Resources | IEEE Signal Processing Society

All face images are 16 bit color BMP files and the image resolution is 640*480. Typical intra-class variations include illumination, pose, expression, eye- ...

#84. MNIST handwritten digit database, Yann LeCun, Corinna ...

The digits have been size-normalized and centered in a fixed-size image. ... Therefore it was necessary to build a new database by mixing NIST's datasets.

#85. Dataset Images, Stock Photos & Vectors | Shutterstock

Find dataset stock images in HD and millions of other royalty-free stock photos, illustrations and vectors in the Shutterstock collection.

#86. colab-clean-image-dataset.ipynb - Colaboratory - Google

Clean Images from your Image Dataset. Instructions. In the Specify Project Name and Dataset Type section below, fill out the project name first (this is the ...

#87. Food Image Dataset ‒ MMSPG - EPFL

This is a dataset containing 2500 food and 2500 non-food images, for the task of food/non-food classification in our paper “Food/Non-food Image ...

#88. EMDS-5: Environmental Microorganism image dataset Fifth ...

Environmental Microorganism Data Set Fifth Version (EMDS-5) is a microscopic image dataset including original Environmental Microorganism ...

#89. Image datasets - Quantitative Plant

Website presenting the available image analysis softwares and models for plants.

#90. Public data sets - ImageJ.net

Segmented anisotropic ssTEM dataset of neural tissue. We provide two image stacks where each contains 20 sections from serial section Transmission Electron ...

#91. 50 Open Source Image Datasets for Computer Vision for ...

Consequently, it is important to use quality image datasets for the creation of image classification and computer vision systems.

#92. Image Sample Dataset in IM: Orthogonal Moment Analysis

Sample images provided with this package are lena, pirate, mandril, ... The "characters" dataset contains images of 8 different handwritten Tamil characters ...

#93. Preparing Image Dataset for Neural Networks in PyTorch

Fashion MNIST dataset and composing transformations. We will apply two simple transformations to our image: Converting the images to a ...

#94. details - HDR+ burst photography dataset

Filenames in these image galleries correspond to burst folder names in the dataset. Overview. The dataset consists of 3640 bursts (made up of 28461 images in ...

#95. Caltech-UCSD Birds 200

Warning: Images in this dataset overlap with images in ImageNet. ... Caltech-UCSD Birds 200 (CUB-200) is an image dataset with photos of 200 bird species ...

#96. How to Build a Custom Open Images Dataset for Object ...

The dataset contains a vast amount of data spanning image classification, object detection, and visual relationship detection across millions of ...

#97. An Introduction to Image Datasets - Unthinking Photography

Datasets such as ImageNet are built on an array of practices of mediation of photography: collecting, labelling, composing, assembling images and distributing ...

#98. Kinect RGB-D Image Dataset - Quanshi Zhang (张 拳石)

I published a dataset of Kinect RGB-D images. This is one of the largest RGB-D object datasets, and fits the requirements of learning graph matching.