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songkey-win
2024-11-10 23:20:33 +08:00
parent 9e20814831
commit 94ebe62410
5 changed files with 524 additions and 516 deletions
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meme.py
+14 -10
View File
@@ -55,6 +55,7 @@ class HMImagePipelineLoader:
}
}
RETURN_TYPES = ("HMIMAGEPIPELINE", )
RETURN_NAMES = ("hm_image_pipeline", )
FUNCTION = "load_pipeline"
CATEGORY = "hellomeme"
def load_pipeline(self, checkpoint_path=None, lora_path=None, gpu_id=0):
@@ -102,6 +103,7 @@ class HMVideoPipelineLoader:
}
RETURN_TYPES = ("HMVIDEOPIPELINE",)
RETURN_NAMES = ("hm_video_pipeline",)
FUNCTION = "load_pipeline"
CATEGORY = "hellomeme"
@@ -146,6 +148,7 @@ class HMFaceToolkitsLoader:
}
RETURN_TYPES = ("FACE_TOOLKITS",)
RETURN_NAMES = ("face_toolkits",)
FUNCTION = "load_face_toolkits"
CATEGORY = "hellomeme"
def load_face_toolkits(self, gpu_id):
@@ -170,6 +173,7 @@ class GetReferenceImageRT:
}
RETURN_TYPES = ("REFRT",)
RETURN_NAMES = ("ref_rt",)
FUNCTION = "get_reference_image_rt"
CATEGORY = "hellomeme"
@@ -228,8 +232,8 @@ class GetImageDriveParams:
}
}
RETURN_TYPES = ("DRIVE_IMAGE_PARAMS",)
RETURN_NAMES = ("drive_image_params",)
RETURN_TYPES = ("DRIVE_PARAMS",)
RETURN_NAMES = ("drive_params",)
FUNCTION = "get_face_params"
CATEGORY = "hellomeme"
def get_face_params(self, face_toolkits, image, ref_rt, gpu_id):
@@ -272,7 +276,7 @@ class HMPipelineImage:
"required": {
"pipeline": ("HMIMAGEPIPELINE",),
"image": ("IMAGE",),
"drive_image_params": ("DRIVE_IMAGE_PARAMS",),
"drive_params": ("DRIVE_PARAMS",),
"prompt": ("STRING", {"default": '(best quality), highly detailed, ultra-detailed, headshot, person, well-placed five sense organs, looking at the viewer, centered composition, sharp focus, realistic skin texture'}),
"negative_prompt": ("STRING", {"default": ''}),
"steps": ("INT", {"default": 25, "min": 1, "max": 1000}),
@@ -285,7 +289,7 @@ class HMPipelineImage:
FUNCTION = "sample"
CATEGORY = "hellomeme"
def sample(self, pipeline, image, drive_image_params, prompt, negative_prompt, steps=25, seed=-1, guidance_scale=2.0):
def sample(self, pipeline, image, drive_params, prompt, negative_prompt, steps=25, seed=-1, guidance_scale=2.0):
image_np = (image[0] * 255).cpu().numpy().astype(np.uint8)
image_np = cv2.resize(image_np, (512, 512))
image_pil = Image.fromarray(image_np)
@@ -299,7 +303,7 @@ class HMPipelineImage:
prompt=[prompt],
strength=1.0,
image=image_pil,
drive_params=copy.deepcopy(drive_image_params),
drive_params=drive_params,
num_inference_steps=steps,
negative_prompt=[negative_prompt],
guidance_scale=guidance_scale,
@@ -319,8 +323,8 @@ class GetVideoDriveParams:
"trans_ratio": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.01}),
}
}
RETURN_TYPES = ("DRIVE_VIDEO_PARAMS",)
RETURN_NAMES = ("drive_video_params",)
RETURN_TYPES = ("DRIVE_PARAMS",)
RETURN_NAMES = ("drive_params",)
FUNCTION = "get_face_params"
CATEGORY = "hellomeme"
def get_face_params(self, face_toolkits, images, ref_rt, trans_ratio):
@@ -356,7 +360,7 @@ class HMPipelineVideo:
{
"pipeline": ("HMVIDEOPIPELINE",),
"image": ("IMAGE",),
"drive_video_params": ("DRIVE_VIDEO_PARAMS",),
"drive_params": ("DRIVE_PARAMS",),
"prompt": ("STRING", {"default": '(best quality), highly detailed, ultra-detailed, headshot, person, well-placed five sense organs, looking at the viewer, centered composition, sharp focus, realistic skin texture'}),
"negative_prompt": ("STRING", {"default": ''}),
"steps": ("INT", {"default": 25, "min": 1, "max": 1000}),
@@ -369,7 +373,7 @@ class HMPipelineVideo:
FUNCTION = "sample"
CATEGORY = "hellomeme"
def sample(self, pipeline, image, drive_video_params, prompt, negative_prompt, steps=25, seed=-1, guidance_scale=2.0):
def sample(self, pipeline, image, drive_params, prompt, negative_prompt, steps=25, seed=-1, guidance_scale=2.0):
image_np = (image[0] * 255).cpu().numpy().astype(np.uint8)
image_np = cv2.resize(image_np, (512, 512))
image_pil = Image.fromarray(image_np)
@@ -382,7 +386,7 @@ class HMPipelineVideo:
prompt=[prompt],
strength=1.0,
image=image_pil,
drive_params=copy.deepcopy(drive_video_params),
drive_params=drive_params,
num_inference_steps=steps,
negative_prompt=[negative_prompt],
guidance_scale=guidance_scale,
workflows/hellomeme_image_cropref_workflow.json
+273 -273
View File
@@ -1,16 +1,16 @@
{
"last_node_id": 16,
"last_link_id": 24,
"last_node_id": 31,
"last_link_id": 40,
"nodes": [
{
"id": 1,
"id": 28,
"type": "HMImagePipelineLoader",
"pos": {
"0": 226,
"1": 356
"0": 111,
"1": 102
},
"size": {
"0": 315,
"0": 352.79998779296875,
"1": 106
},
"flags": {},
@@ -22,7 +22,7 @@
"name": "HMIMAGEPIPELINE",
"type": "HMIMAGEPIPELINE",
"links": [
7
34
],
"slot_index": 0
}
@@ -37,11 +37,91 @@
]
},
{
"id": 9,
"id": 29,
"type": "PreviewImage",
"pos": {
"0": 1825,
"1": 420
},
"size": [
210,
246
],
"flags": {},
"order": 9,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 35
}
],
"outputs": [],
"properties": {
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 26,
"type": "HMPipelineImage",
"pos": {
"0": 1407.3828125,
"1": 432.0332336425781
},
"size": {
"0": 315,
"1": 218
},
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
{
"name": "pipeline",
"type": "HMIMAGEPIPELINE",
"link": 34
},
{
"name": "image",
"type": "IMAGE",
"link": 39
},
{
"name": "drive_params",
"type": "DRIVE_PARAMS",
"link": 32
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
35
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "HMPipelineImage"
},
"widgets_values": [
"(best quality), highly detailed, ultra-detailed, headshot, person, well-placed five sense organs, looking at the viewer, centered composition, sharp focus, realistic skin texture",
"",
25,
467,
"randomize",
2
]
},
{
"id": 25,
"type": "LoadImage",
"pos": {
"0": 227,
"1": 915
"0": 120,
"1": 796
},
"size": {
"0": 315,
@@ -56,7 +136,7 @@
"name": "IMAGE",
"type": "IMAGE",
"links": [
18
31
],
"slot_index": 0
},
@@ -78,8 +158,8 @@
"id": 8,
"type": "LoadImage",
"pos": {
"0": 233,
"1": 536
"0": 120,
"1": 414
},
"size": {
"0": 315,
@@ -94,7 +174,7 @@
"name": "IMAGE",
"type": "IMAGE",
"links": [
19
36
],
"slot_index": 0
},
@@ -116,8 +196,8 @@
"id": 2,
"type": "HMFaceToolkitsLoader",
"pos": {
"0": 211,
"1": 180
"0": 124,
"1": 276
},
"size": {
"0": 315,
@@ -133,8 +213,8 @@
"type": "FACE_TOOLKITS",
"links": [
13,
16,
20
27,
37
],
"slot_index": 0
}
@@ -146,208 +226,12 @@
0
]
},
{
"id": 10,
"type": "PreviewImage",
"pos": {
"0": 1714,
"1": 603
},
"size": {
"0": 210,
"1": 246
},
"flags": {},
"order": 9,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 11
}
],
"outputs": [],
"properties": {
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 6,
"type": "HMPipelineImage",
"pos": {
"0": 1311,
"1": 561
},
"size": {
"0": 315,
"1": 218
},
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
{
"name": "pipeline",
"type": "HMIMAGEPIPELINE",
"link": 7
},
{
"name": "image",
"type": "IMAGE",
"link": 24
},
{
"name": "drive_image_params",
"type": "DRIVE_IMAGE_PARAMS",
"link": 15
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
11
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "HMPipelineImage"
},
"widgets_values": [
"(best quality), highly detailed, ultra-detailed, headshot, person, well-placed five sense organs, looking at the viewer, centered composition, sharp focus, realistic skin texture",
"",
25,
51131,
"randomize",
2
]
},
{
"id": 15,
"type": "CropReferenceImage",
"pos": {
"0": 602,
"1": 353
},
"size": {
"0": 252,
"1": 46
},
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 19
},
{
"name": "face_toolkits",
"type": "FACE_TOOLKITS",
"link": 20
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
21,
23,
24
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "CropReferenceImage"
}
},
{
"id": 14,
"type": "GetImageDriveParams",
"pos": {
"0": 847,
"1": 617
},
"size": {
"0": 330,
"1": 98
},
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "face_toolkits",
"type": "FACE_TOOLKITS",
"link": 16
},
{
"name": "image",
"type": "IMAGE",
"link": 18
},
{
"name": "ref_rt",
"type": "REFRT",
"link": 17
}
],
"outputs": [
{
"name": "drive_image_params",
"type": "DRIVE_IMAGE_PARAMS",
"links": [
15
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "GetImageDriveParams"
},
"widgets_values": [
0
]
},
{
"id": 16,
"type": "PreviewImage",
"pos": {
"0": 1306,
"1": 165
},
"size": [
210,
246
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 23
}
],
"outputs": [],
"properties": {
"Node name for S&R": "PreviewImage"
}
},
{
"id": 11,
"type": "GetReferenceImageRT",
"pos": {
"0": 961,
"1": 327
"0": 639,
"1": 512
},
"size": {
"0": 241.79998779296875,
@@ -365,7 +249,7 @@
{
"name": "image",
"type": "IMAGE",
"link": 21
"link": 38
}
],
"outputs": [
@@ -373,7 +257,7 @@
"name": "REFRT",
"type": "REFRT",
"links": [
17
26
],
"slot_index": 0
}
@@ -382,25 +266,125 @@
"Node name for S&R": "GetReferenceImageRT"
},
"widgets_values": []
},
{
"id": 22,
"type": "GetVideoDriveParams",
"pos": {
"0": 960,
"1": 552
},
"size": {
"0": 330,
"1": 98
},
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "face_toolkits",
"type": "FACE_TOOLKITS",
"link": 27
},
{
"name": "images",
"type": "IMAGE",
"link": 31
},
{
"name": "ref_rt",
"type": "REFRT",
"link": 26
}
],
"outputs": [
{
"name": "drive_params",
"type": "DRIVE_PARAMS",
"links": [
32
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "GetVideoDriveParams"
},
"widgets_values": [
0
]
},
{
"id": 31,
"type": "PreviewImage",
"pos": {
"0": 934,
"1": 134
},
"size": [
210,
246
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 40
}
],
"outputs": [],
"properties": {
"Node name for S&R": "PreviewImage"
}
},
{
"id": 30,
"type": "CropReferenceImage",
"pos": {
"0": 488,
"1": 306
},
"size": {
"0": 252,
"1": 46
},
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 36
},
{
"name": "face_toolkits",
"type": "FACE_TOOLKITS",
"link": 37
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
38,
39,
40
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "CropReferenceImage"
}
}
],
"links": [
[
7,
1,
0,
6,
0,
"HMIMAGEPIPELINE"
],
[
11,
6,
0,
10,
0,
"IMAGE"
],
[
13,
2,
@@ -410,75 +394,91 @@
"FACE_TOOLKITS"
],
[
15,
14,
0,
6,
2,
"DRIVE_PARAMS"
],
[
16,
2,
0,
14,
0,
"FACE_TOOLKITS"
],
[
17,
26,
11,
0,
14,
22,
2,
"REFRT"
],
[
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27,
2,
0,
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22,
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"FACE_TOOLKITS"
],
[
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"IMAGE"
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[
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[
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"IMAGE"
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[
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@@ -486,10 +486,10 @@
"config": {},
"extra": {
"ds": {
"scale": 0.90909090909091,
"scale": 0.9090909090909091,
"offset": [
351.63753729960956,
23.084463313010133
328.0506633321691,
3.5667581298829703
]
}
},
workflows/hellomeme_image_workflow.json
+207 -205
View File
@@ -1,13 +1,13 @@
{
"last_node_id": 14,
"last_link_id": 18,
"last_node_id": 29,
"last_link_id": 35,
"nodes": [
{
"id": 11,
"type": "GetReferenceImageRT",
"pos": {
"0": 621,
"1": 262
"0": 536,
"1": 516
},
"size": {
"0": 241.79998779296875,
@@ -33,7 +33,7 @@
"name": "REFRT",
"type": "REFRT",
"links": [
17
26
],
"slot_index": 0
}
@@ -43,138 +43,12 @@
},
"widgets_values": []
},
{
"id": 14,
"type": "GetImageDriveParams",
"pos": {
"0": 987,
"1": 226
},
"size": {
"0": 330,
"1": 98
},
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "face_toolkits",
"type": "FACE_TOOLKITS",
"link": 16
},
{
"name": "image",
"type": "IMAGE",
"link": 18
},
{
"name": "ref_rt",
"type": "REFRT",
"link": 17
}
],
"outputs": [
{
"name": "drive_image_params",
"type": "DRIVE_IMAGE_PARAMS",
"links": [
15
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "GetImageDriveParams"
},
"widgets_values": [
0
]
},
{
"id": 6,
"type": "HMPipelineImage",
"pos": {
"0": 1325,
"1": 654
},
"size": {
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"1": 170
},
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
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"type": "HMIMAGEPIPELINE",
"link": 7
},
{
"name": "image",
"type": "IMAGE",
"link": 9
},
{
"name": "drive_image_params",
"type": "DRIVE_IMAGE_PARAMS",
"link": 15
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
11
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "HMPipelineImage"
},
"widgets_values": [
"(best quality), highly detailed, ultra-detailed, headshot, person, well-placed five sense organs, looking at the viewer, centered composition, sharp focus, realistic skin texture",
"",
25,
2
]
},
{
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"1": 246
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{
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],
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},
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},
{
"id": 2,
"type": "HMFaceToolkitsLoader",
"pos": {
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"1": 180
"0": 124,
"1": 276
},
"size": {
"0": 315,
@@ -190,7 +64,7 @@
"type": "FACE_TOOLKITS",
"links": [
13,
16
27
],
"slot_index": 0
}
@@ -203,36 +77,50 @@
]
},
{
"id": 1,
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"id": 22,
"type": "GetVideoDriveParams",
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"0": 932,
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},
"flags": {},
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"order": 5,
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"inputs": [],
"inputs": [
{
"name": "face_toolkits",
"type": "FACE_TOOLKITS",
"link": 27
},
{
"name": "images",
"type": "IMAGE",
"link": 31
},
{
"name": "ref_rt",
"type": "REFRT",
"link": 26
}
],
"outputs": [
{
"name": "HMIMAGEPIPELINE",
"type": "HMIMAGEPIPELINE",
"name": "drive_params",
"type": "DRIVE_PARAMS",
"links": [
7
32
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "HMImagePipelineLoader"
"Node name for S&R": "GetVideoDriveParams"
},
"widgets_values": [
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"None",
0
]
},
@@ -240,15 +128,15 @@
"id": 8,
"type": "LoadImage",
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},
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@@ -256,8 +144,8 @@
"name": "IMAGE",
"type": "IMAGE",
"links": [
9,
12
12,
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],
"slot_index": 0
},
@@ -276,11 +164,125 @@
]
},
{
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"id": 28,
"type": "HMImagePipelineLoader",
"pos": {
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"flags": {},
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"mode": 0,
"inputs": [],
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{
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"type": "HMIMAGEPIPELINE",
"links": [
34
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "HMImagePipelineLoader"
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{
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"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 35
}
],
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"properties": {
"Node name for S&R": "PreviewImage"
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{
"id": 26,
"type": "HMPipelineImage",
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"mode": 0,
"inputs": [
{
"name": "pipeline",
"type": "HMIMAGEPIPELINE",
"link": 34
},
{
"name": "image",
"type": "IMAGE",
"link": 33
},
{
"name": "drive_params",
"type": "DRIVE_PARAMS",
"link": 32
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
35
],
"slot_index": 0
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workflows/hellomeme_video_cropref_workflow.json
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View File
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@@ -466,7 +466,7 @@
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workflows/hellomeme_video_workflow.json
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