LeAF Pest Detection Dataset

A large-scale dataset for training and evaluating computer vision models for agricultural pest detection and classification.

Aditya Sengupta, Ana Lucic, Rob Kooper, Vikram Adve

Contact:
Aditya Sengupta
adityasngpta@gmail.com
Created: March 10, 2025
Keywords:
agricultural pests
crop health
AIFARMS
YOLO
deep learning
precision agriculture
computer vision
image classification
machine learning
object detection
pest detection
iNaturalist
Download Size: 707.2MiB
The LeAF Pest Detection Dataset is a comprehensive collection of images and annotations designed to facilitate the development and evaluation of robust computer vision models for identifying and classifying agricultural pests. The dataset features: This dataset is intended to promote research and development in precision agriculture, specifically in the area of automated pest monitoring and management.
Aditya Sengupta, Ana Lucic, Rob Kooper, and Vikram Adve. [LeAF Pest Detection Dataset] [AIFARMS Blog]. 2025. [URL].
This work was supported by the AIFARMS (AI Institute for Future Agricultural Resilience, Management, and Sustainability) National AI Research Institute, funded by the USDA National Institute of Food and Agriculture and the National Science Foundation.