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Update generator.py
Browse files- generator.py +4 -3
generator.py
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@@ -66,6 +66,7 @@ class Generator:
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# 5. Logic for Face vs No-Face (NOW INCLUDES KPS)
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# ControlNet order: [InstantID_KPS, Zoe_Depth, LineArt]
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if face_info is not None:
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print("Face detected: Applying InstantID with keypoints.")
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@@ -82,17 +83,17 @@ class Generator:
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# Create keypoint image
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face_kps = draw_kps(processed_image, face_info['kps'])
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face_guidance = (depth_strength + lineart_strength) / 2
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face_kps_guidance_end = face_guidance / 1.5
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# Set strengths (using 0.8 from file's example)
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controlnet_conditioning_scale = [face_guidance, depth_strength, lineart_strength]
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self.mh.pipeline.set_ip_adapter_scale(
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else:
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print("No face detected: Disabling InstantID.")
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# Create dummy embedding
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face_emb = torch.zeros((1, 512), dtype=Config.DTYPE, device=Config.DEVICE)
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# Create dummy keypoint image (black)
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face_kps = Image.new('RGB', (target_width, target_height), (0, 0, 0))
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face_kps_guidance_end = 0.001
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# Set strengths
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@@ -100,7 +101,7 @@ class Generator:
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self.mh.pipeline.set_ip_adapter_scale(0.0)
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# We keep the guidance_end for pose low
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control_guidance_end = [
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# --- Seed/Generator Logic ---
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if seed == -1 or seed is None:
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# 5. Logic for Face vs No-Face (NOW INCLUDES KPS)
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# ControlNet order: [InstantID_KPS, Zoe_Depth, LineArt]
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if face_info is not None:
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print("Face detected: Applying InstantID with keypoints.")
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# Create keypoint image
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face_kps = draw_kps(processed_image, face_info['kps'])
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face_guidance = (depth_strength + lineart_strength) / 2
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# Set strengths (using 0.8 from file's example)
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controlnet_conditioning_scale = [face_guidance, depth_strength, lineart_strength]
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self.mh.pipeline.set_ip_adapter_scale(face_guidance / 1.75)
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else:
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print("No face detected: Disabling InstantID.")
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# Create dummy embedding
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face_emb = torch.zeros((1, 512), dtype=Config.DTYPE, device=Config.DEVICE)
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# Create dummy keypoint image (black)
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face_kps = Image.new('RGB', (target_width, target_height), (0, 0, 0))
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face_guidance = 0.001
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face_kps_guidance_end = 0.001
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# Set strengths
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self.mh.pipeline.set_ip_adapter_scale(0.0)
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# We keep the guidance_end for pose low
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control_guidance_end = [face_guidance / 1.25, depth_strength/1.5, lineart_strength/1.5]
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# --- Seed/Generator Logic ---
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if seed == -1 or seed is None:
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