“…3 In addition, other observations, such as body size or visible health signs, offer insights into invertebrate well being. As Sneha et al 25 mentioned, manually sorting and identifying soil fauna is time intensive and requires expertise. The integration of ML and CV is regarded as a revolutionary advancement for the evaluation of soil fauna.…”