A Dataset for Machine Learning Algorithm Development
Data Set (DS) | Alaska Fisheries Science Center (AFSC)GUID: gov.noaa.nmfs.inport:63322 | Updated: April 17, 2024 | Published / External
Summary
Short Citation
Alaska Fisheries Science Center, 2024: A Dataset for Machine Learning Algorithm Development, https://www.fisheries.noaa.gov/inport/item/63322.
Full Citation Examples
This dataset consists of imagery, imagery footprints, associated ice seal detections and homography files associated with the KAMERA Test Flights conducted in 2019. This dataset was subset to include relevant data for detection algorithm development. This dataset is limited to data collected during flights 4, 5, 6 and 7 from our 2019 surveys.
Distribution Information
There are no data access constraints.
There are no data use constraints.
Child Items
| Type | Title |
|---|---|
| Entity | Homography Files |
| Entity | Ice Seal Detections |
| Entity | Image Footprints |
| Entity | Test Flight Imagery |
Contact Information
Point of Contact
Mike Cameron
michael.cameron@noaa.gov
Metadata Contact
Stacie Koslovsky
stacie.koslovsky@noaa.gov
206-526-6433
Extents
Item Identification
| Title: | A Dataset for Machine Learning Algorithm Development |
|---|---|
| Status: | Completed |
| Creation Date: | 2020 |
| Publication Date: | 2021 |
| Abstract: |
This dataset consists of imagery, imagery footprints, associated ice seal detections and homography files associated with the KAMERA Test Flights conducted in 2019. This dataset was subset to include relevant data for detection algorithm development. This dataset is limited to data collected during flights 4, 5, 6 and 7 from our 2019 surveys. |
| Purpose: |
To develop machine learning algorithms for detecting ice seals and classifying ice seal species using IR and RGB imagery. |
Keywords
Theme Keywords
| Thesaurus | Keyword |
|---|---|
| UNCONTROLLED | |
| aerial imaging | development |
| aerial imaging | test flights |
| Integrated Taxonomic Information systems (ITIS) | bearded seal |
| Integrated Taxonomic Information systems (ITIS) | polar bear |
| Integrated Taxonomic Information systems (ITIS) | ringed seal |
Spatial Keywords
| Thesaurus | Keyword |
|---|---|
| UNCONTROLLED | |
| Geographic Names Information System | Alaska |
| Geographic Names Information System | Beaufort Sea |
| Geographic Names Information System | Chukchi Sea |
| Geographic Names Information System | Kotzebue Sound |
Instrument Keywords
| Thesaurus | Keyword |
|---|---|
| UNCONTROLLED | |
| aerial imaging | KAMERA |
| aerial imaging | multispectral imaging |
| aerial imaging | Thermal |
Physical Location
| Organization: | Alaska Fisheries Science Center |
|---|---|
| City: | Seattle |
| State/Province: | WA |
| Country: | USA |
Data Set Information
| Data Set Scope Code: | Non-Geographic Data Set |
|---|---|
| Data Set Type: | Imagery |
| Maintenance Frequency: | None Planned |
| Data Presentation Form: | Image (digital) |
| Entity Attribute Overview: |
This dataset consists of several products associated with the IR and RGB imagery collected during flights 4, 5, 6 and 7 from our 2019 surveys. |
| Distribution Liability: |
While every effort has been made to ensure that these data are accurate and reliable within the limits of the current state of the art, NOAA cannot assume liability for any damages caused by any errors or omissions in the data, nor as a result of the failure of the data to function on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty. |
Support Roles
Data Steward
| Date Effective From: | 2024-03-06 |
|---|---|
| Date Effective To: | |
| Contact (Person): | Koslovsky, Stacie |
| Address: |
7600 Sand Point Way NE Seattle, WA 98115-6349 |
| Email Address: | stacie.koslovsky@noaa.gov |
| Phone: | 206-526-6433 |
Distributor
| Date Effective From: | 2015-11-01 |
|---|---|
| Date Effective To: | |
| Contact (Organization): | Alaska Fisheries Science Center (AFSC) |
| Address: |
7600 Sand Point Way N.E., Building 4 Seattle, WA 98115 USA |
| Email Address: | afsc.webmaster@noaa.gov |
| Phone: | (206) 526-4000 |
| Fax: | (206) 526-4004 |
| URL: | https://www.fisheries.noaa.gov/about/alaska-fisheries-science-center |
| Business Hours: | 0700-1700 Pacific Time |
Metadata Contact
| Date Effective From: | 2024-03-06 |
|---|---|
| Date Effective To: | |
| Contact (Person): | Koslovsky, Stacie |
| Address: |
7600 Sand Point Way NE Seattle, WA 98115-6349 |
| Email Address: | stacie.koslovsky@noaa.gov |
| Phone: | 206-526-6433 |
Originator
| Date Effective From: | 2015-11-01 |
|---|---|
| Date Effective To: | |
| Contact (Organization): | Alaska Fisheries Science Center (AFSC) |
| Address: |
7600 Sand Point Way N.E., Building 4 Seattle, WA 98115 USA |
| Email Address: | afsc.webmaster@noaa.gov |
| Phone: | (206) 526-4000 |
| Fax: | (206) 526-4004 |
| URL: | https://www.fisheries.noaa.gov/about/alaska-fisheries-science-center |
| Business Hours: | 0700-1700 Pacific Time |
Point of Contact
| Date Effective From: | 2024-03-06 |
|---|---|
| Date Effective To: | |
| Contact (Person): | Cameron, Mike |
| Email Address: | michael.cameron@noaa.gov |
Extents
| Currentness Reference: | Publication Date |
|---|
Access Information
| Security Class: | Unclassified |
|---|---|
| Data Access Procedure: |
Data are available for download from the Labeled Information Library of Alexandria: Biology and Conservation (LILA BC) site. |
| Data Access Constraints: |
There are no data access constraints. |
| Data Use Constraints: |
There are no data use constraints. |
Distribution Information
Distribution 1
| Start Date: | 2021 |
|---|---|
| End Date: | Present |
| Download URL: | http://lila.science/datasets/noaa-arctic-seals-2019/ |
| Distributor: |
Data Quality
| Quality Control Procedures Employed: |
Data have been reviewed for errors and gross anomalies. Known issues in the data have been corrected. |
|---|
Child Items
Rubric scores updated every 15m
|
Type | Title |
|---|---|---|
| Entity | Homography Files | |
| Entity | Ice Seal Detections | |
| Entity | Image Footprints | |
| Entity | Test Flight Imagery |
Catalog Details
| Catalog Item ID: | 63322 |
|---|---|
| GUID: | gov.noaa.nmfs.inport:63322 |
| Metadata Record Created By: | Stacie Koslovsky |
| Metadata Record Created: | 2020-12-16 22:25+0000 |
| Metadata Record Last Modified By: | Cynthia Christman |
| Metadata Record Last Modified: | 2024-04-17 22:36+0000 |
| Metadata Record Published: | 2024-04-03 |
| Owner Org: | AFSC |
| Metadata Publication Status: | Published Externally |
| Do Not Publish?: | N |
| Metadata Last Review Date: | 2021-03-08 |
| Metadata Review Frequency: | 1 Year |
| Metadata Next Review Date: | 2022-03-08 |