Table 2 Backbone feature extraction network structure parameters.
From: A study on Shine-Muscat grape detection at maturity based on deep learning
Size of input | Operators | Size of output | Times |
|---|---|---|---|
416 × 416 × 3 | DBM | 416 × 416 × 32 | 1 |
416 × 416 × 32 | Resblock | 208 × 208 × 64 | 1 |
208 × 208 × 64 | Resblock | 104 × 104 × 128 | 2 |
104 × 104 × 128 | Denseblock | 104 × 104 × 256 | 4 |
104 × 104 × 256 | Transition Block | 52 × 52 × 256 | 1 |
52 × 52 × 256 | Denseblock | 52 × 52 × 512 | 8 |
52 × 52 × 512 | Transition Block | 26 × 26 × 512 | 1 |
26 × 26 × 512 | Denseblock | 26 × 26 × 1024 | 16 |
26 × 26 × 1024 | Transition Block | 13 × 13 × 1024 | 1 |
