The summary of architectures we adopted in this work. Convolution Branches refers to the number of independent top-down architectures from Layer 1 to Layer 5 arcmin in Table 3.
| Architecture . | A . | B . | C . | D . | E . | F . | G . |
|---|---|---|---|---|---|---|---|
| Input data | NVSS | FIRST | NVSS and z | FIRST and z | NVSS and FIRST | NVSS, FIRST, and z | NVSS, FIRST, and z |
| Convolution Branches | 1 | 1 | 1 | 1 | 2 | 2 | 2 |
| Layer 6 input (NVSS) | 120 × 9 × 9 | 120 × 9 × 9 | 120 × 9 × 9 | 120 × 9 × 9 | 128 × 9 × 9 | ||
| Layer 6 input (FIRST) | 120 × 25 × 25 | 120 × 25 × 25 | 120 × 25 × 25 | 120 × 25 × 25 | 128 × 25 × 25 | ||
| Layer 7 input | 120 | 120 | 120 + 1 | 120 + 1 | 120 + 120 | 120 + 120 + 1 | 120 + 120 + 1 |
| Extra FC | No | No | No | No | Yes | Yes | Yes |
| Branch Module | Nil | Nil | Nil | Nil | Nil | Nil | Inception modules |
| Architecture . | A . | B . | C . | D . | E . | F . | G . |
|---|---|---|---|---|---|---|---|
| Input data | NVSS | FIRST | NVSS and z | FIRST and z | NVSS and FIRST | NVSS, FIRST, and z | NVSS, FIRST, and z |
| Convolution Branches | 1 | 1 | 1 | 1 | 2 | 2 | 2 |
| Layer 6 input (NVSS) | 120 × 9 × 9 | 120 × 9 × 9 | 120 × 9 × 9 | 120 × 9 × 9 | 128 × 9 × 9 | ||
| Layer 6 input (FIRST) | 120 × 25 × 25 | 120 × 25 × 25 | 120 × 25 × 25 | 120 × 25 × 25 | 128 × 25 × 25 | ||
| Layer 7 input | 120 | 120 | 120 + 1 | 120 + 1 | 120 + 120 | 120 + 120 + 1 | 120 + 120 + 1 |
| Extra FC | No | No | No | No | Yes | Yes | Yes |
| Branch Module | Nil | Nil | Nil | Nil | Nil | Nil | Inception modules |
The summary of architectures we adopted in this work. Convolution Branches refers to the number of independent top-down architectures from Layer 1 to Layer 5 arcmin in Table 3.
| Architecture . | A . | B . | C . | D . | E . | F . | G . |
|---|---|---|---|---|---|---|---|
| Input data | NVSS | FIRST | NVSS and z | FIRST and z | NVSS and FIRST | NVSS, FIRST, and z | NVSS, FIRST, and z |
| Convolution Branches | 1 | 1 | 1 | 1 | 2 | 2 | 2 |
| Layer 6 input (NVSS) | 120 × 9 × 9 | 120 × 9 × 9 | 120 × 9 × 9 | 120 × 9 × 9 | 128 × 9 × 9 | ||
| Layer 6 input (FIRST) | 120 × 25 × 25 | 120 × 25 × 25 | 120 × 25 × 25 | 120 × 25 × 25 | 128 × 25 × 25 | ||
| Layer 7 input | 120 | 120 | 120 + 1 | 120 + 1 | 120 + 120 | 120 + 120 + 1 | 120 + 120 + 1 |
| Extra FC | No | No | No | No | Yes | Yes | Yes |
| Branch Module | Nil | Nil | Nil | Nil | Nil | Nil | Inception modules |
| Architecture . | A . | B . | C . | D . | E . | F . | G . |
|---|---|---|---|---|---|---|---|
| Input data | NVSS | FIRST | NVSS and z | FIRST and z | NVSS and FIRST | NVSS, FIRST, and z | NVSS, FIRST, and z |
| Convolution Branches | 1 | 1 | 1 | 1 | 2 | 2 | 2 |
| Layer 6 input (NVSS) | 120 × 9 × 9 | 120 × 9 × 9 | 120 × 9 × 9 | 120 × 9 × 9 | 128 × 9 × 9 | ||
| Layer 6 input (FIRST) | 120 × 25 × 25 | 120 × 25 × 25 | 120 × 25 × 25 | 120 × 25 × 25 | 128 × 25 × 25 | ||
| Layer 7 input | 120 | 120 | 120 + 1 | 120 + 1 | 120 + 120 | 120 + 120 + 1 | 120 + 120 + 1 |
| Extra FC | No | No | No | No | Yes | Yes | Yes |
| Branch Module | Nil | Nil | Nil | Nil | Nil | Nil | Inception modules |
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