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REFUGE dataset

The goal of the Retinal Fundus Glaucoma Challenge (REFUGE) is to evaluate and compare automated algorithms for glaucoma detection and optic disc/cup segmentation on a common dataset of retinal fundus images

Program - REFUGE - Grand Challeng

The EPA GeoPortal is a web portal that allows users to view, find and use EPA geospatial resources including reports, datasets and GIS web services REFUGE Challenge (Retinal Fundus Glaucoma Challenge) REFUGE Challenge provides a data set of 1200 fundus images with ground truth segmentations and clinical glaucoma labels, currently the largest existing one. Source: REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs Welcome to the Retinal Fundus Glaucoma Challenge! REFUGE was organized as a half day Challenge in conjunction with the 5th MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), a Satellite Event of the MICCAI 2018 conference in Granada, Spain. The goal of the challenge is to evaluate and compare automated algorithms for glaucoma detection and optic disc/cup segmentation on a common.

Datasets - Data Refug

REFUGE Challenge Dataset Papers With Cod

These datasets depict the USFWS approved acquisition boundaries and USFWS managed lands, (National Wildlife Refuge and Hatchery Boundaries). The intended application of these data layers is as a cadastral framework for use with other data layers in GIS and mapping applications Download Skin dataset, REFUGE dataset, Liver CT dataset; Put the data under ./data/ Train. cd scripts_skin; Run sh train_50tcsm.sh to start the training process; Evaluate. Specify the model path in eval.sh; Run sh eval.sh to start the evaluation. Acknowledgement. Some code is reused from the Pytorch implementation of mean teacher. Not class REFUGE ( data. Dataset ): REFUGE Dataset. root (string): Root directory of dataset where dataset file exist. train (bool, optional): If True, resample from dataset randomly. from the internet and puts it in root directory. If dataset is already downloaded, it is not downloaded again. an PIL image and returns a transformed version REFUGE data set characteristics in each of the challenge partitions (training set, offline test set and online test set). From left to right: vertical cup-to-disc ratio (vCDR) values, and optic disc and cup areas, as percentages of the field-of-view area. 3.2

REFUGE: Retinal Fundus Glaucoma Challenge IEEE DataPor

EPA Data Commons - Datasets - Data Refug

  1. REFUGE Challenge - Evaluation. This repository corresponds to the evaluation code used for the REFUGE challenge. Please, use it as a sanity check to verify that the format of your submissions are correct. The formatting instructions are provided here. Requirements. You will need Python 3.6 to run the code. The following libraries are also used
  2. In the absence of Government estimates, UNHCR has estimated the refugee population in 24 industrialized countries based on 10 years of individual refugee recognition. ** - The category of people in refugee-like situations is descriptive in nature and includes groups of persons who are outside their country or territory of origin and who face.
  3. This data set provides a 30-year record of Landsat TM and ETM+ derived forest phenology and the results of tree ring analyses for annual wood production and nitrogen and carbon..

Q And A - REFUGE - Grand Challeng

REFUGE Retinal Vessel Segmentation Dataset. This package is part of the signal-processing and machine learning toolbox Bob. It provides an interface for the REFUGE Dataset. This package does not contain the original data files, which need to be obtained through the link above. The dataset consists of 1200 color fundus photographs This dataset provides managers with an inventory of dragonflies and damselflies and their location on Fish Springs National Wildlife Refuge. Access & Use Information Public: This dataset is intended for public access and use

Raw measurements of temperature, humidity, windspeed, precipitation, and solar radiation at the Missisquoi Wildlife Refuge Meteorological Station FEMC - Dataset - Missisquoi National Wildlife Refuge Meteorological Data June to September 2012 - RAW - Overvie This Dataset includes several vector base map datasets and two images (topo and infrared) for the Big Oaks National Wildlife Refuge in Madison, Indiana. All the Big Oaks NWR data were provided by the U.S. Fish and Wildlife Service, Branch of Conservation Planning Data Refuge collects public federal data on the climate and environment in the form of satellite imagery, PDFs, and stories. The data are stored in multiple trusted locations as they are less vulnerable if in only one location, and to ensure accessibility for researchers. Through the Data Rescue events, Data Refuge has accumulated 4 terabytes. The Digital Retinal Images for Vessel Extraction (DRIVE) dataset is a dataset for retinal vessel segmentation. It consists of a total of JPEG 40 color fundus images; including 7 abnormal pathology cases. The images were obtained from a diabetic retinopathy screening program in the Netherlands. The images were acquired using Canon CR5 non-mydriatic 3CCD camera with FOV equals to 45 degrees Indian Diabetic Retinopathy Image Dataset (IDRiD) dataset consists of typical diabetic retinopathy lesions and normal retinal structures annotated at a pixel level. This dataset also provides information on the disease severity of diabetic retinopathy and diabetic macular edema for each image. This dataset is perfect for the development and evaluation of image analysis algorithms for early.

This dataset represents a digitization of the Spatial and Tabular data from the aforementioned report. USGS National Hydrography Dataset, USFWS National Wildlife Refuge Boundary Data and SLC School Lands datasets were used as the digitization sources Nature refuges - Queensland. Contains open format machine-readable open data. Nature Refuges are part (s) or whole of Lot (s) on plan and are gazetted through a voluntary conservation agreement between the Queensland Government and private land owner (s). They are based in statute and are a recognised class of Protected Area as defined by the. Numbers of carabid beetles, caterpillars, cranefly larvae and slugs collected from pitfall and refuge traps in ten Annual Ryegrass fields in Linn County, Oregon between March 23, 2018 and June 20, 2019. Given are details on sampling date, trap, size and sex (carabids only), weight (slugs only) and species (where possible)

Refuge Dataset · Issue #4 · EmmaW8/BEAL · GitHu

UNHCR's Refugee Statistics is a database containing information about forcibly displaced populations, spanning across almost 70 years of statistical activities. It covers displaced populations such as refugees, asylum-seekers and internally displaced persons Download National Datasets. Data collected and managed by Forest Service programs is available in a map service and two downloadable file formats - in a shape file and an ESRI file geodatabase. Metadata is available that describes the content, source, and currency of the data. You can filter the list by the topic categories in the menu at the. Glaucoma Datasets. [ Sorting Controls ] Datasets are collections of data. BioGPS has thousands of datasets available for browsing and which can be easily viewed in our interactive data chart . Learn more. ‹‹ previous 1 2 next ››. Displaying datasets 1 - 10 of 12 in total. View Dataset REFUGE eye fundus image dataset. This eye fundus image dataset was acquired from the MICCAI 2018 Retinal Fundus Glaucoma Challenge (REFUGE). 1 Manual annotations of the OD and OC were obtained by seven independent ophthalmologists from the Zhongshan Ophthalmic Center, Sun Yat-sen University, China Measurements of temperature, dew-point, and windspeed at the Missisquoi Wildlife Refuge Meteorological Station FEMC - Dataset - Missisguoi National Wildlife Refuge Progressive Vector Distance Derived from Meteorological Data - Overvie

Refuge2 (Miccai 2020) - REFUGE - Grand Challeng

Statewide Datasets; Local Datasets. 2009 IUB Basemap Layers Dataset; 2010 Camp Atterbury and Muscatatuck Areas; 2006 IUB Pictometry Natural Color Orthophotography; 2005 Indiana Dunes Orthophotography; 2004 Central Indiana GDT Dynamap Data; 2002 Bradford Woods Elevation Contours and Orthophotography; 2003 Big Oaks National Wildlife Refuge Dataset is a collection of data mostly stored in a data matrix or in a database format. Every Data Scientist needs an appropriate dataset for creating a machine learning project. As a machine learning enthusiast myself, I believe that data is the soul of a machine learning project, so it is important to choose the perfect dataset for its. Search by Species Name. or. Aconitum noveboracense, Northern Wild Monkshood Aeschynomene virginica, Sensitive Joint-vetch Agalinis acuta, sandplain gerardia Akiapolaau Alabama Beach Mouse Alabama Cavefish Amaranthus brownii, Brown's Pigweed Amaranthus pumilus, Seabeach Amaranth American Burying Beetle American Crocodile Apios priceana, Price's.

The world faces difficulties in terms of eye care, including treatment, quality of prevention, vision rehabilitation services, and scarcity of trained eye care experts. Early detection and diagnosis of ocular pathologies would enable forestall of visual impairment. One challenge that limits the adoption of computer-aided diagnosis tool by ophthalmologists is the number of sight-threatening. CDFW BIOS GIS Dataset, Contact: Jeffrey Shu, Description: Data was compiled to provide a singular visual representation of delivery points used to complete water deliveries to CVPIA wetland habitat area. The data is intended to be used in conjunction with refuge conveyance data in order to evaluate whether potential new sources of refuge water supplies be utilized by refuges through existing.

1992-1994 USGS Digital Orthophoto Quarter Quadrangles. Local Datasets. +. 2009 IUB Basemap Layers Dataset. 2010 Camp Atterbury and Muscatatuck Areas. 2006 IUB Pictometry Natural Color Orthophotography. 2005 Indiana Dunes Orthophotography. 2004 Central Indiana GDT Dynamap Data. 2002 Bradford Woods Elevation Contours and Orthophotography REFUGE FOR A MOMIAC LLC (Registry# 184757590) is a business registered with Oregon State, Secretary of State, Corporation Division. The registry date is July 16, 2021. The address is 15235 E Burnside, Portland, OR 97233

Refugee Camps in White Nile and East Sudan. The Microsoft Excel spreads sheet contains point data on refugee camps in the states of Al Gezira, Gadaref, Kassala and White Nile. Data is organized by State, Locality, Camp or Site Name and XY coordinates in Decimal Degrees. 700+ Downloads. This dataset updates: Every three months Metadata overview to access methods, dataset fields, and site information FEMC - Dataset - Missisquoi National Wildlife Refuge Meteorological Data June to September 2012 - RAW - Metadata Formerly the Vermont Monitoring Cooperativ

Refuge Enrichment Center Inc. is business registered with North Carolina Secretary of the State (SOS). The business number is #0429639. The effective date is June 11, 1997. The business address is 2322 North Patterson Avenue, Winston Salem, NC 27105 This dataset contains 10 raw common-offset ground-penetrating radar (GPR) profiles collected at 7 locations in the Edwin B. Forsythe National Wildlife Refuge, Atlantic County and Ocean County, New Jersey, in October and November 2014 and January 2015. A MALA® 80 megahertz (MHz) HDR shielded antenna was used for 3 profiles named DinnerPointAve, GameFarmRd-1, and GameFarmRd-2 About this dataset This data report forms part of a series of publications from SafeLives' Adult Insights dataset. It contains 1,016 unique individual cases at intake and 811 matched cases at exit, drawn from 14 refuge services across England and Wales which used the SafeLives Insights outcome measurement service between April 2015 and March.

Local Datasets. 2009 IUB Basemap Layers Dataset; 2010 Camp Atterbury and Muscatatuck Areas; 2006 IUB Pictometry Natural Color Orthophotography; 2005 Indiana Dunes Orthophotography; 2004 Central Indiana GDT Dynamap Data; 2002 Bradford Woods Elevation Contours and Orthophotography; 2003 Big Oaks National Wildlife Refuge; Historic Wayne County Image Organizations. Natural Resources Department. Cisco Refuge Lakes, Minnesota. Resource. Categories. Activity Stream. Activity Stream. Data Administrator updated the dataset Cisco Refuge Lakes, Minnesota 4 months ago. Data Administrator updated the dataset Cisco Refuge Lakes, Minnesota 12 months ago DataRescue Workflow. This document describes DataRescue activities both at in-person events and remotely, as developed by the DataRefuge project and EDGI.It explains the process that a URL/dataset goes through from the time it has been identified, either by a Seeder as difficult to preserve, or uncrawlable, until it is made available as a record in the datarefuge.org data catalog

Bushfire Last Resort Refuges. A Last Resort Refuge is intended to provide a place of relative safety during a bushfire. It does not guarantee the survival of those who assemble there. You should only use a Last Resort Refuge when your personal Bushfire Survival Plans cannot be implemented or have failed 19.002 player & 56 player feature. 16.630 player image (not in the dataset and repository right now but I will add it) 681 team & 17 team feature. You can find the dataset here. And also if you want to check out the project itself, you can find the repository here. Hope you find it useful Address: 642 Murphys Grade Rd, Angels Camp, CA 95222, USA Telephone: +1 209-736-203 A de-identified dataset of retinal fundus images for glaucoma analysis (RIGA) was derived from three sources for a total of 750 images. The optic cup and disc boundaries for each image was marked and annotated manually by six experienced ophthalmologists and included the cup to disc (CDR) estimates. Six parameters were extracted and assessed. Address: 1250 Larry Power Rd, Bourbonnais, IL 60914, USA Telephone: +1 815-401-559

*Ichallenge-Amd - REFUGE - Grand Challeng

NVC Vegetation Classification for Moosehorn National Wildlife Refuge. DataSet Animal(s) : Moose DataSet Category : Mammals DataSet Country : United States DataSet Region : North America DataSet Type : DataSet DataSet Access : Publi Historical Aerial Survey Dataset. The Aransas-Wood Buffalo population of whooping cranes (Grus americana) declined to near extinction by the 1940s. Starting in winter 1950-1951, annual aerial surveys were conducted to observe and record the number of whooping cranes wintering on the refuge and surrounding areas. This effort resulted in 38,332. The user can search for the roads report of an individual Refuge or Fish Hatchery to better understand this data set. U.S. Fish and Wildlife Service, Information Resource and Technology Management removed all cost related information and detailed condition information from this dataset, and added the Refuge or Fish Hatchery name REST AND REFUGE DOULA SERVICES (Registry# 183522995) is a business registered with Oregon State, Secretary of State, Corporation Division. The registry date is July 20, 2021. The address is 2201 1/2 N Fir St, La Grande, OR 97850 House of Refuge for Men is business registered with North Carolina Secretary of the State (SOS). The business number is #1133673. The effective date is January 28, 2010. The business address is 219-A S. East Street, Raleigh, NC 27601

REFUGE CHURCH OF DELIVERANCE CENTER INC. (SOS ID# 0424203) is a business registered with North Carolina Secretary of State (SOS). The formed date is April 14, 1997. The current status is Current-Active The House of Refuge Mission Inc. is business registered with North Carolina Secretary of the State (SOS). The business number is #0625850. The effective date is April 1, 2002. The business address is 216 S Elm St, Greensboro, NC 27401 Climate Shield Cold-Water Refuge Streams For Native Trout: ArcGIS Online map . Populations of many cold-water species are likely to decline this century with global warming, but declines will vary spatially and some populations will persist even under extreme climate change scenarios. (dataset) Isaak, D., Young, M., Nagel, D., Horan, D. Address: 254 Private Road 7025, Kirbyville, TX 75956, USA Telephone: +1 409-423-484

Big Branch Marsh National Wildlife Refuge Address: 61389 Louisiana 434, Lacombe This page provides details on Big Branch Marsh National Wildlife Refuge , located at 61389 Louisiana 434, Lacombe The Carbon Dioxide Information Analysis Center (CDIAC), located at the U.S. Department of Energy's (DOE) Oak Ridge National Laboratory (ORNL), is the primary climate change data..

USFWS Water Resource Inventory and Assessments

The intended application of the data is to serve as a spatial reference of refuge boundaries for other data layers in GIS and mapping applications. This boundary dataset is not intended to depict any land ownership, conveyance or agreement Reserve boundaries are generally based off of the County's tax map key (TMK) layer. Kauai County TMK 2012, Maui County TMK 2016, Honolulu and Hawaii Counties 2017. Since boundaries from other agencies are derived from different source scales, these boundaries are modified to match the TMK layer with exceptions

Biological Refuge (Designated and in Project) Biological refuges are small, state-owned forest areas that are exempt from forest management activities and in which habitats and species are permanently protected in order to conserve the biological diversity associated with old forests REFUGE Database Access API for Bob. Navigation. Project description Release history Download files Project links. Homepage Statistics. View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery. Meta. License: BSD License (BSD) Author: Tim Laibacher. Tags optic disc segmentation, bob, bob.db. Dataset; Groups; Activity Stream; Abiotic and biotic interactions in the diffusive boundary layer of kelp blades create a potential refuge from ocean acidification Date created: 12 June 2019 This date indicates the date the dataset metadata was created on Pacific Data Hub. 1.Seaweeds are able to modify the chemical environment at their surface.

Glaucoma; disc and cup segmentation | IEEE DataPortThe proof is in the vegetation map | Civil + StructuralMoving Average Smoothing for Data Preparation and TimeCincinnati House of Refuge Project

Contribute to JunMa11/MICCAI2020-Refuge2 development by creating an account on GitHub week 01 - 17/18 FEB (REFUGE SAMPLING) Prepare the dataset, the MxD team has already prepared a large number of images that will be distributed among students for preprocessing to create a common data pool (cut out background, remove images of bad quality from the data set) Goal: clean 275 images per student. Workshop: introduction to GAN Introduction. DuEE is a large-scale general-purpose Chinese data set for event extraction. It consists of 17,000 sentences containing 20,000 event of 65 event types and corresponding human annotated arguments. Event types are selected and determined according to the hot search board of Baidu IMDb Dataset Details. Each dataset is contained in a gzipped, tab-separated-values (TSV) formatted file in the UTF-8 character set. The first line in each file contains headers that describe what is in each column. A '\N' is used to denote that a particular field is missing or null for that title/name