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Table 16 Advantages and disadvantages of direct sampling and computer vision methods

From: Soybean cyst nematode detection and management: a review

Method

Advantages

Disadvantages

Direct sampling

-Widely-used

-Prone to Error

-Provides Accurate Egg Counts

-Mapping Egg Count, Soil Type, and Nutrients to Presence and Absence of Nematodes is Difficult

Computer vision

-Reduces the Cost and Labor

-Hard to Build Robust Models and Scale the Solution

-Reduces the Damage Caused to Soybean

-Building Ground Truth for the Dataset by Experts is Challenging

-Fast

-Absence of Large Training Sets