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depthmap2mask
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Update depth2image_depthmask.py

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Extraltodeus 2022-11-25 22:42:01 +01:00 committed by GitHub
parent 224f1f9d95
commit 4797cfc06d
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1 changed files with 11 additions and 6 deletions
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scripts/depth2image_depthmask.py
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@ -38,25 +38,30 @@ class Script(scripts.Script):
save_depthmap = gr.Checkbox(label='Save depth map', value=False)
override_mask_blur = gr.Checkbox(label='Override mask blur to 0', value=True)
override_fill = gr.Checkbox(label='Override inpaint to original', value=True)
clean_cut = gr.Checkbox(label='Turn the depthmap into absolute black/white', value=False)
model_type = gr.Dropdown(label="Model", choices=['dpt_large','midas_v21','midas_v21_small'], value='midas_v21_small', type="index", elem_id="model_type")
# model_type = gr.Dropdown(label="Model", choices=['dpt_large','dpt_hybrid','midas_v21','midas_v21_small'], value='dpt_large', type="index", elem_id="model_type")
return [save_depthmap,treshold,match_size,net_width,net_height,invert_depth,model_type,override_mask_blur,override_fill]
return [save_depthmap,treshold,match_size,net_width,net_height,invert_depth,model_type,override_mask_blur,override_fill,clean_cut]
def run(self,p,save_depthmap,treshold,match_size,net_width,net_height,invert_depth,model_type,override_mask_blur,override_fill):
def run(self,p,save_depthmap,treshold,match_size,net_width,net_height,invert_depth,model_type,override_mask_blur,override_fill,clean_cut):
def remap_range(value, minIn, MaxIn, minOut, maxOut):
if value > MaxIn: value = MaxIn;
if value < minIn: value = minIn;
finalValue = ((value - minIn) / (MaxIn - minIn)) * (maxOut - minOut) + minOut;
return finalValue;
def create_depth_mask_from_depth_map(img,save_depthmap,p,treshold):
def create_depth_mask_from_depth_map(img,save_depthmap,p,treshold,clean_cut):
img = copy.deepcopy(img.convert("RGBA"))
mask_img = copy.deepcopy(img.convert("L"))
mask_datas = mask_img.getdata()
datas = img.getdata()
newData = []
maxD = max(mask_datas)
if clean_cut and treshold == 0:
treshold = 128
for i in range(len(mask_datas)):
if mask_datas[i] > treshold:
if clean_cut and mask_datas[i] > treshold:
newrgb = 255
elif mask_datas[i] > treshold and not clean_cut:
newrgb = int(remap_range(mask_datas[i],treshold,255,0,255))
else:
newrgb = 0
@ -72,8 +77,8 @@ class Script(scripts.Script):
d_m = sdmg.calculate_depth_maps(p.init_images[0],img_x,img_y,model_type,invert_depth)
if treshold > 0 :
d_m = create_depth_mask_from_depth_map(d_m,save_depthmap,p,treshold)
if treshold > 0 or clean_cut:
d_m = create_depth_mask_from_depth_map(d_m,save_depthmap,p,treshold,clean_cut)
if save_depthmap:
images.save_image(d_m, p.outpath_samples, "", p.seed, p.prompt, opts.samples_format, p=p)