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Images and bounding box annotations of sound and rotten cranberry fruit from a postharvest imaging platform

Published by Agricultural Research Service | Department of Agriculture | Catalog Last Checked: August 01, 2026 at 04:50 AM | Dataset Last Updated: March 06, 2026
This data set provides the raw images and bounding box annotations from a postharvest berry imaging platform that was used to train an object detection model. Annotations are of fruit belonging to two classes: sound and rotten. Downstream image processing of detected and classified berries measures the percent fruit rot in a sample. Images were collected using a Nikon D7500 DSLR camera using manual shutter speed, focal length, f-stop, and ISO settings. The imaging platform was a custom-build LED lightbox and sample tray. The dataset contains 60 images with accompanying annotations in YOLOv8 format.

Resources

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Complete Metadata
@type dcat:Dataset
accessLevel public
bureauCode 
[
  "005:18"
]
contactPoint 
{
  "fn": "Neyhart, Jeffrey L.",
  "hasEmail": "mailto:jeffrey.neyhart@usda.gov"
}
description <p dir="ltr">This data set provides the raw images and bounding box annotations from a postharvest berry imaging platform that was used to train an object detection model. Annotations are of fruit belonging to two classes: sound and rotten. Downstream image processing of detected and classified berries measures the percent fruit rot in a sample. Images were collected using a Nikon D7500 DSLR camera using manual shutter speed, focal length, f-stop, and ISO settings. The imaging platform was a custom-build LED lightbox and sample tray. The dataset contains 60 images with accompanying annotations in YOLOv8 format.</p>
distribution 
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identifier 10.15482/USDA.ADC/31410369.v1
keyword 
[
  "breeding",
  "cranberry",
  "deep learning",
  "fruit rot",
  "imaging",
  "lightbox",
  "phenotyping",
  "training data"
]
license https://creativecommons.org/publicdomain/zero/1.0/
modified 2026-03-06
programCode 
[
  "005:040"
]
publisher 
{
  "name": "Agricultural Research Service",
  "@type": "org:Organization"
}
temporal 2023-10-01/2023-10-01
title Images and bounding box annotations of sound and rotten cranberry fruit from a postharvest imaging platform

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