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mask_box_detect.py 2.93 KB
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chflame 提交于 2024-03-24 22:05 +08:00 . remove attribute OUTPUT_NODE of all nodes
from .imagefunc import *
NODE_NAME = 'MaskBoxDetect'
class MaskBoxDetect:
def __init__(self):
pass
@classmethod
def INPUT_TYPES(self):
detect_mode = ['min_bounding_rect', 'max_inscribed_rect', 'mask_area']
return {
"required": {
"mask": ("MASK", ),
"detect": (detect_mode,), # 探测类型:最小外接矩形/最大内接矩形
"x_adjust": ("INT", {"default": 0, "min": -9999, "max": 9999, "step": 1}), # x轴修正
"y_adjust": ("INT", {"default": 0, "min": -9999, "max": 9999, "step": 1}), # y轴修正
"scale_adjust": ("FLOAT", {"default": 1.0, "min": 0.01, "max": 100, "step": 0.01}), # 比例修正
},
"optional": {
}
}
RETURN_TYPES = ("IMAGE", "FLOAT", "FLOAT", "INT", "INT", "INT", "INT",)
RETURN_NAMES = ("box_preview", "x_percent", "y_percent", "width", "height", "x", "y",)
FUNCTION = 'mask_box_detect'
CATEGORY = '😺dzNodes/LayerMask'
def mask_box_detect(self,mask, detect, x_adjust, y_adjust, scale_adjust):
if mask.dim() == 2:
mask = torch.unsqueeze(mask, 0)
if mask.shape[0] > 0:
mask = torch.unsqueeze(mask[0], 0)
_mask = mask2image(mask).convert('RGB')
_mask = gaussian_blur(_mask, 20).convert('L')
x = 0
y = 0
width = 0
height = 0
if detect == "min_bounding_rect":
(x, y, width, height) = min_bounding_rect(_mask)
elif detect == "max_inscribed_rect":
(x, y, width, height) = max_inscribed_rect(_mask)
else:
(x, y, width, height) = mask_area(_mask)
log(f"{NODE_NAME}: Box detected. x={x},y={y},width={width},height={height}")
_width = width
_height = height
if scale_adjust != 1.0:
_width = int(width * scale_adjust)
_height = int(height * scale_adjust)
x = x - int((_width - width) / 2)
y = y - int((_height - height) / 2)
x += x_adjust
y += y_adjust
x_percent = (x + _width / 2) / _mask.width * 100
y_percent = (y + _height / 2) / _mask.height * 100
preview_image = tensor2pil(mask).convert('RGB')
preview_image = draw_rect(preview_image, x - x_adjust, y - y_adjust, width, height, line_color="#F00000", line_width=int(preview_image.height / 60))
preview_image = draw_rect(preview_image, x, y, width, height, line_color="#00F000", line_width=int(preview_image.height / 40))
log(f"{NODE_NAME} Processed.", message_type='finish')
return ( pil2tensor(preview_image), round(x_percent, 2), round(y_percent, 2), _width, _height, x, y,)
NODE_CLASS_MAPPINGS = {
"LayerMask: MaskBoxDetect": MaskBoxDetect
}
NODE_DISPLAY_NAME_MAPPINGS = {
"LayerMask: MaskBoxDetect": "LayerMask: MaskBoxDetect"
}
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