Vision Test

## Overview

Vision Test is a dataset for object detection tasks - it contains Fish annotations for 637 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Raw Test Computer Vision Project

## Overview

Raw Test Computer Vision Project is a dataset for object detection tasks - it contains Human annotations for 623 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

This dataset tracks the number of days since the row count on a dataset asset has changed. It's purpose is to ensure datasets are updating as expected. This dataset is identical to the Socrata Asset Inventory with added Checkpoint Date and Days Since Row Count Change attributes.

Lub txhab nyiaj Check Dataset (Cov Ntaub Ntawv AI): Synthetic bank checks muaj cov duab kos uas tsim los tsim kom rov ua dua cov tsos thiab cov ntsiab lus ntawm cov ntawv txheeb xyuas tiag tiag. Nws suav nrog ntau yam xws li cov npe them nyiaj, tus lej, hnub tim, kos npe, thiab cov lej kos. Cov ntaub ntawv no yog siv rau kev cob qhia thiab tshuaj xyuas Cov Ntaub Ntawv AI hauv cov haujlwm xws li kho qhov muag pom tus cwj pwm (OCR), kuaj xyuas, thiab rho tawm cov ntaub ntawv, muab ib puag ncig tswj rau kev tsim qauv yam tsis muaj kev txhawj xeeb txog kev ceev ntiag tug ntawm cov ntawv pov thawj tiag.

Open Chrono-Morph Viewer (OCMV) is an open-source image visualization and animation platform handling volumetric time series, especially those containing unequally sampled volumes, such as those produced by 4D (3D+time) cardiac alignment. OCMV is available at https://github.com/ShangWangLab/OpenChronoMorphViewer. This dataset is for demonstrating OCMV’s unique timeline features. It shows the dynamics of the embryonic mouse heart around embryonic day 8.5, consisting of 150 NRRD volumes spanning two timescales. The fast timescale represents the heartbeat phase over the complete cardiac cycle, while the slow timescale represents the development at three timepoints spanning two hours. Across the three developmental timepoints, the number of volumes sampling the heartbeat changes, as does the volume size (number of voxels). The data have two channels: the first channel represents the tissue structure, and the second channel represents the blood flow velocity component along the vertical axis spanning ±9.8 mm/s. The acquisition and processing of this dataset followed the methods described in https://doi.org/10.1364/BOE.475027. All animal manipulations were approved by the Institutional Animal Care and Use Committee at Baylor College of Medicine, and the experiments followed the approved procedures and guidelines.

Acknowledgement: We thank Dr. Irina V. Larina (Baylor College of Medicine) for her support with the experiment.

test-viewer-false

A UV script for hfjobs.

  Usage

hfjobs run ghcr.io/astral-sh/uv:python3.12
uv run https://huggingface.co/datasets/davanstrien/test-viewer-false/resolve/main/script.py

  Learn More

Learn more about UV scripts in the UV documentation.

  Script Details

Script: script.py Description: Template UV script for hfjobs.

Created with hfjobs

Analysis of ‘**UNDER CONSTRUCTION** TEST Vision Zero Demographic Statistics’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://catalog.data.gov/dataset/ad7b529c-8bfd-48fe-ac32-5d9756559ed1 on 27 January 2022.

--- Dataset description provided by original source is as follows ---

THIS IS A TEST DATASET FOR DEVELOPMENT ONLY

THIS DATASET IS UNDER ACTIVE DEVELOPMENT AND IS SUBJECT TO CHANGE AT ANYTIME. IT MAY CONTAIN INCOMPLETE OR INACCURATE INFORMATION

This data comes from the TxDOT C.R.I.S. Public Extract Specification. We've filtered the published data to include crashes within Austin going back to 01/01/2014 to 07/22/2019.

--- Original source retains full ownership of the source dataset ---

Test data for the software demo of the manuscript 'Calibration-free estimation of field dependent aberrations for single molecule localization microscopy across large fields of view'. This dataset contains the first 800 frames from the 3D microtuble dataset from Figure 2 of the manuscript. It is a test dataset for the Software Demo accompanying the manuscript.

It concerns raw data for Single Molecule Localization Microscopy of microtubules of HeLa cells over a large 97 x 97 μm field of view. The images were acquired with 2 cylindrical lenses at the Fourier plane of the microscope to introduce astigmatism. The data was acquired in order to demonstrate the estimation of field dependent aberrations from single molecule localization.

I-Bank Check Dataset (Idokhumenti AI): Amasheke asebhange okwenziwa aqukethe izithombe zesheke eziklanyelwe ukuphindaphinda ukubonakala nokuqukethwe kwamasheke angempela. Kuhlanganisa izici ezihlukahlukene njengamagama okhokhelwayo, amanani, izinsuku, amasiginesha, nezinombolo zamasheke. Le dathasethi isetshenziselwa ukuqeqesha nokuhlola amasistimu e-Document AI emisebenzini efana nokuqaphela uhlamvu olubonakalayo (OCR), ukucubungula amasheke, nokukhipha idatha okuzenzakalelayo, ukuhlinzeka ngendawo elawulwayo yokuthuthukiswa kwemodeli ngaphandle kokukhathazeka kobumfihlo kwamasheke angempela.

THIS IS NOT REAL DATA.
THE FOLLOWING ELEMENTS HAVE NOT BEEN TESTED Vertical Datum - we are waiting on encoding advice from MEDIN

THE FOLLOWING ELEMENT IS STORED IN THE METADATA and XML BUT IS NOT VISIBLE iN MAIN VIEW/PDF/PERMALINK. However this will be addressed at a later point with the Datum issue. Vertical CRS type e.g. EPSG 5701

• This is NRW's test dataset to ensure staff can refer back to a fully valid record to help themselves solve validation errors • It is also to ensure all elements are displaying and exporting to multiple XML schemas. The Metadata is written to be compliant with the NRW, MEDIN and GEMINI Standard.
• It may temporarily be in public view when checking view formats for the public but will be removed later.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

2 wells out of a 384-well plate, in ome-zarr format.

3 channels, 2 segmentations sharing the same table source.

The global online vision test app market is anticipated to reach a value of USD XXX million by 2033, expanding at a CAGR of XX% from 2025 to 2033. The rising prevalence of vision problems, growing smartphone penetration, and increasing healthcare awareness drive market growth. Furthermore, the convenience and affordability of online vision tests compared to traditional eye exams attract a wider customer base.Key market trends include the increasing adoption of artificial intelligence (AI) and machine learning (ML) to enhance the accuracy and efficiency of online vision tests. Additionally, the integration of these technologies with wearable devices and home-based vision testing kits is expected to further drive market expansion. However, concerns regarding the reliability and accuracy of online vision tests compared to in-person eye exams pose a challenge to market growth. Moreover, data security and privacy regulations may hinder the adoption of these apps in certain regions. Despite these restraints, the growing focus on preventive healthcare and the increasing popularity of telemedicine are expected to support the growth of the online vision test app market in the coming years.

Statistics of naked eye vision inspection for students of Lienchiang County Junior High School in the academic year 113

All 311 Service Requests from 2010 to present. This information is automatically updated daily.

This data set consists of a set of 870 images. Each image contains a hand making the shape of an ASL letter with some variation.

Noisy-speech set used to test Deep Xi (https://github.com/anicolson/DeepXi). The clean speech and noise used to create the noisy-speech set are also available. The clean-speech recordings are from Librispeech test-clean (http://www.openslr.org/12/).

the so-called LMUAV.

The International Development Association (IDA) credits are public and publicly guaranteed debt extended by the World Bank Group. IDA provides development credits, grants and guarantees to its recipient member countries to help meet their development needs. Credits from IDA are at concessional rates. Data are in U.S. dollars calculated using historical rates. This dataset contains the latest available snapshot of the IDA Statement of Credits and Grants.