Ornamental Flower Pear Recognition Image Dataset
#image classification #object detection #plant recognition #garden management #crop monitoring #smart agriculture
- Records
- 500 records
- Size
- 1.3G
- Format
- JPG
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
AI Analysis & Value Prop
Garden management and smart agriculture are increasingly gaining attention in modern society, with significant technical challenges remaining in the efficient recognition of pear blossoms. Current recognition technologies face low accuracy in complex environments, especially under low contrast and varying lighting conditions, where traditional methods can easily result in omissions and misrecognitions. The Ornamental Flower Pear Recognition Image Dataset aims to address these precision and environmental adaptability issues, meeting the needs of intelligent management and precision agriculture. The dataset's images are captured using high-resolution camera equipment under different lighting conditions to ensure diversity and representativeness. Additionally, multiple rounds of annotation and consistency checks are conducted to enhance the accuracy of the annotated data. The annotation team consists of horticultural experts and experienced annotators, with a team size of over 20 people. Data preprocessing includes image denoising, color balancing, and size normalization, ultimately stored in a structured JPG format for convenient model training and evaluation.
Overview
Dataset Insights
Preview
Sample Examples
af925620**.jpg|1920*2560|336.32 KB
694f5473**.jpg|1920*2560|246.04 KB
951c85d9**.jpg|1920*2560|320.95 KB
c3a13ffb**.jpg|1920*2560|578.10 KB
1bdf3f8e**.jpg|1920*2560|348.30 KB
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| flower_species | string | The specific species of pear flowers in the image. |
| flower_health_status | string | The health status of the pear flowers shown in the image. |
| bloom_stage | string | The blooming stage of pear flowers in the image, such as bud, full bloom, or wilting. |
| background_context | string | The background and environmental context in which the pear flowers were photographed. |
| color_variation | string | The color and its variations of the pear flowers as shown in the image. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- What is the Garden Flower Pear Identification Image Dataset?
- The Garden Flower Pear Identification Image Dataset is used to improve the accuracy and efficiency of pear flower identification, containing images related to pear flowers.
- Which fields is the Garden Flower Pear Identification Image Dataset applicable to?
- This dataset is mainly applicable to the agricultural, forestry, and fishery industries, particularly important for plant identification and horticultural management.
- How to use the Garden Flower Pear Identification Image Dataset to improve pear flower recognition efficiency?
- By training image recognition models, this dataset can help algorithms recognize and classify pear flowers more accurately, thus improving recognition efficiency.
- What is the data modality of the Garden Flower Pear Identification Image Dataset?
- The modality of this dataset is images, containing a large number of images related to pear flower identification.
- What is the role of the Garden Flower Pear Identification Image Dataset in improving accuracy?
- The dataset provides abundant samples that can be used to train machine learning models, thereby improving the accuracy of pear flower identification.
Can't find the data you need?
Post a request and let data providers reach out to you.
Get this Dataset
High-quality data, ready for your next AI breakthrough.
Cite this Work
@dataset{Mobiusi2026,
title={Ornamental Flower Pear Recognition Image Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/e9f733bb4a3181b54bd85f6747ab5c79?dataset_task_cate_id=7},
urldate={2026-02-04},
keywords={pear blossom recognition dataset, garden image dataset, agricultural image recognition},
version={1.0}
}Using this in research? Please cite us.
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder