Durian Plantation Disease Identification Blackhead Disease Image Dataset

In modern agriculture, durian is a crop with high economic value, but its cultivation is vulnerable to diseases such as blackhead disease. Existing disease identification methods often rely on manual experience, resulting in inefficiency and lack of high accuracy. This dataset provides high-quality images of durian leaf blackhead disease, aiming to address technical issues like data scarcity and low precision in automated detection. The data is collected using high-resolution cameras under different lighting and humidity conditions. Quality control is ensured through multiple rounds of annotation and review by professional fruit tree pathologists, ensuring accuracy and consistency. The annotation team has a plant pathology background, with a total of 20 experts involved. Data preprocessing includes image denoising, normalization, enhancement, and other steps, stored in JPG format and classified by the severity level of the disease.