|
"""
|
|
Copied from RT-DETR (https://github.com/lyuwenyu/RT-DETR)
|
|
Copyright(c) 2023 lyuwenyu. All Rights Reserved.
|
|
"""
|
|
|
|
import torch
|
|
|
|
from ...core import register
|
|
|
|
__all__ = [
|
|
"YOLO",
|
|
]
|
|
|
|
|
|
@register()
|
|
class YOLO(torch.nn.Module):
|
|
__inject__ = [
|
|
"backbone",
|
|
"neck",
|
|
"head",
|
|
]
|
|
|
|
def __init__(self, backbone: torch.nn.Module, neck, head):
|
|
super().__init__()
|
|
self.backbone = backbone
|
|
self.neck = neck
|
|
self.head = head
|
|
|
|
def forward(self, x, **kwargs):
|
|
x = self.backbone(x)
|
|
x = self.neck(x)
|
|
x = self.head(x)
|
|
return x
|
|
|
|
def deploy(
|
|
self,
|
|
):
|
|
self.eval()
|
|
for m in self.modules():
|
|
if m is not self and hasattr(m, "deploy"):
|
|
m.deploy()
|
|
return self
|
|
|