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cff-version: 1.2.0
message: "If you use this software, please cite it as below."
type: software
authors:
- given-names: "Gareth"
family-names: "theonegareth"
email: "gareth@example.com"
title: "Strawberry Picker AI System"
version: "1.0.0"
date-released: "2025-12-13"
url: "https://huggingface.co/theonegareth/strawberryPicker"
repository-code: "https://github.com/theonegareth/strawberryPicker"
keywords:
- computer-vision
- object-detection
- image-classification
- agriculture
- robotics
- strawberry
- ripeness-detection
- yolov11
- efficientnet
license: MIT
abstract: >
A complete AI-powered strawberry picking system that combines object detection
and ripeness classification to identify and pick only ripe strawberries.
This two-stage pipeline achieves 91.71% accuracy in ripeness classification
while maintaining real-time performance suitable for robotic harvesting applications.
references:
- type: software
title: "strawberry-models"
authors:
- given-names: "Gareth"
family-names: "theonegareth"
url: "https://huggingface.co/theonegareth/strawberry-models"
version: "1.0.0"
date-released: "2025-12-13"
- type: dataset
title: "strawberry-detect"
authors:
- given-names: "Gareth"
family-names: "theonegareth"
url: "https://universe.roboflow.com/theonegareth/strawberry-detect"
version: "1.0.0"
date-released: "2025-12-13"
preferred-citation:
type: software
title: "Strawberry Picker AI System: A Two-Stage Approach for Automated Harvesting"
authors:
- given-names: "Gareth"
family-names: "theonegareth"
version: "1.0.0"
url: "https://huggingface.co/theonegareth/strawberryPicker"
date-released: "2025-12-13" |