Video data of flowers, fruitlets, and fruit in apple trees during the 2017 growing season at USDA-ARS-AFRS
This record contains videos of apple trees acquired from a ground vehicle throughout the growing season at the USDA-ARS-AFRS (United States Department of Agriculture - Agricultural Research Service - Appalachian Fruit Research Station). Research in precision management methods in orchard crops revolve around locating objects of interest, namely flowers, fruitlets, and fruit, autonomously. This dataset is provided so that researchers without access to research plots or mature trees can experiment with the data acquired during the course of an ongoing project on apple flower estimation in images. The trees shown in these videos have a mixture of colors and growth habits. In particular, the four varieties represent one of each of the Lespinasse ideotypes.
Reviewers of "Multi-species fruit flower detection using a refined semantic segmentation network" please find the relevant dataset here: Data from: Multi-species fruit flower detection using a refined semantic segmentation network
Resources in this dataset:
Resource Title: April 13 2017 sets 0 through 4.
File Name: April13_2017_0_through_4.zip
Resource Description: Videos acquired on April 13, 2017, during bloom. Sets 0 through 4. Notes about species are contained in each set's Details.txt file.
Resource Title: April 13 2017 set 5.
File Name: April13_2017_5.zip
Resource Description: Videos acquired on April 13, 2017, during bloom. Set 5. Notes about species are contained in each set's Details.txt file.
Resource Title: April 14 2017, sets 0 through 4.
File Name: April_14_2017_0_through_4.zip
Resource Description: Videos acquired on April 14, 2017, during bloom. Set 5. Notes about species are contained in each set's Details.txt file.
Resource Title: April 14 2017, sets 5-6.
File Name: April_14_2017_5_through_6.zip
Resource Description: Videos acquired on April 14, 2017, during bloom. Sets 5 and 6. Notes about species are contained in each set’s Details.txt file.
Resource Title: April 14 2017 set 7.
File Name: April_14_2017_7.zip
Resource Description: Videos acquired on April 14, 2017, during bloom. Set 7. Notes about species are contained in each set’s Details.txt file.
Resource Title: April 20 2017 sets 0 through 7 .
File Name: Apr20_2017_0_through_7.zip
Resource Description: Videos acquired on April 20, 2017, during bloom. Sets 0 through 7. Notes about species are contained in each set's Details.txt file.
Resource Title: April 18 2017 sets 0 through 3.
File Name: April_18_2017_0_through_3.zip
Resource Description: Videos acquired on April 18, 2017, during bloom. Sets 0 through 3. Notes about species are contained in each set’s Details.txt file.
Resource Title: April 18 2017 sets 4 through 7.
File Name: April_18_2017_4_through_7.zip
Resource Description: Videos acquired on April 18, 2017, during bloom. Set 4 through 7. Notes about species are contained in each set's Details.txt file.
Resource Title: April 18 2017 Set 8.
File Name: April_18_2017_8.zip
Resource Description: Videos acquired on April 18, 2017, during bloom. Set 8. Notes about species are contained in each set's Details.txt file.
Resource Title: April 20 2017 sets 8 .
File Name: Apr20_2017_8.zip
Resource Description: Videos acquired on April 20, 2017, during bloom. Set 8. Notes about species are contained in each set's Details.txt file.
Resource Title: April 26 2017 sets 0 through 7 .
File Name: Apr26_2017_0_through_7.zip
Resource Description: Videos acquired on April 26, 2017, during bloom. Sets 0 through 7. Notes about species are contained in each set's Details.txt file.
Resource Title: April 26 2017 set 8 .
File Name: Apr26_2017_8.zip
Resource Description: Videos acquired on April 26, 2017, during bloom. Set 8. Notes about species are contained in each set's Details.txt file.
Funding
USDA-ARS: 8080-21000-024-00D
History
Data contact name
Tabb, AmyData contact email
amy.tabb@ars.usda.govPublisher
Ag Data CommonsIntended use
The expected use of this dataset is in the development of algorithms and systems for precision management or autonomous operations in orchard settings. It is intended to be used as input for the development of these algorithms. However, new, unexpected uses may result from the availability of this dataset.Temporal Extent Start Date
2017-04-01Temporal Extent End Date
2017-09-01Theme
- Not specified
Geographic Coverage
{"type":"FeatureCollection","features":[{"geometry":{"type":"Point","coordinates":[-77.87,39.35]},"type":"Feature","properties":{}}]}Geographic location - description
2217 Wiltshire Rd., Kearneysville, West Virginia 25430ISO Topic Category
- farming
- imageryBaseMapsEarthCover
National Agricultural Library Thesaurus terms
Malus domestica; growing season; orchards; crops; data collection; researchers; trees; color; ideotypes; video recording; apples; flowers; precision agriculture; algorithms; automationOMB Bureau Code
- 005:18 - Agricultural Research Service
OMB Program Code
- 005:040 - National Research
ARS National Program Number
- 305
Pending citation
- No
Public Access Level
- Public