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Allow dwpose to exclude hand and face outputs #110

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Allow dwpose to exclude hand and face outputs #110

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7f43e61
add draw_body, draw_hand, draw_face args
mymusise Jul 17, 2024
064200e
add hand_and_face && change default value
mymusise Jul 17, 2024
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20 changes: 13 additions & 7 deletions src/controlnet_aux/dwpose/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -16,17 +16,20 @@
from . import util


def draw_pose(pose, H, W):
def draw_pose(pose, H, W, draw_body=True, draw_hand=True, draw_face=True):
bodies = pose['bodies']
faces = pose['faces']
hands = pose['hands']
candidate = bodies['candidate']
subset = bodies['subset']

canvas = np.zeros(shape=(H, W, 3), dtype=np.uint8)
canvas = util.draw_bodypose(canvas, candidate, subset)
canvas = util.draw_handpose(canvas, hands)
canvas = util.draw_facepose(canvas, faces)
if draw_body:
canvas = util.draw_bodypose(canvas, candidate, subset)
if draw_hand:
canvas = util.draw_handpose(canvas, hands)
if draw_face:
canvas = util.draw_facepose(canvas, faces)

return canvas

Expand All @@ -40,8 +43,11 @@ def to(self, device):
self.pose_estimation.to(device)
return self

def __call__(self, input_image, detect_resolution=512, image_resolution=512, output_type="pil", **kwargs):

def __call__(self, input_image, detect_resolution=512, image_resolution=512, include_body=True, include_hand=True, include_face=True, hand_and_face=None, output_type="pil", **kwargs):
if hand_and_face is not None:
include_hand = hand_and_face
include_face = hand_and_face

input_image = cv2.cvtColor(np.array(input_image, dtype=np.uint8), cv2.COLOR_RGB2BGR)

input_image = HWC3(input_image)
Expand Down Expand Up @@ -77,7 +83,7 @@ def __call__(self, input_image, detect_resolution=512, image_resolution=512, out
bodies = dict(candidate=body, subset=score)
pose = dict(bodies=bodies, hands=hands, faces=faces)

detected_map = draw_pose(pose, H, W)
detected_map = draw_pose(pose, H, W, draw_body=include_body, draw_hand=include_hand, draw_face=include_face)
detected_map = HWC3(detected_map)

img = resize_image(input_image, image_resolution)
Expand Down