Classification of Shellfish Recognition Based on Improved Faster R-CNN Framework of Deep Learning

Table 5

Test results of difficult sample.

Network	Multi-object (%)	Complex backgrounds (%)	Illumination effect (%)	Occlusion effect (%)
Original algorithm	76.5	74.9	65.8	64.6
Improved algorithm	78.9	76.8	72.2	73.4