instal script and workflow working

.gitignore

@@ -1,2 +1,3 @@
 venv
-.env
+.env
+ComfyUI

FaceEnhancementProd.json

@@ -1,267 +1,9 @@
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@@ -359,21 +104,24 @@
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+      ],
+      "properties": {
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+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            176
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+        {
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+        "Node name for S&R": "LoadImage"
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+      "widgets_values": [
+        "woman_face.jpg",
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+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            163
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+        {
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+        "ver": "0.3.28",
+        "Node name for S&R": "LoadImage"
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+        "woman1_gpt_2.png",
+        "image",
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+          "type": "VAE",
+          "slot_index": 0,
+          "links": [
+            160
+          ]
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+        "Node name for S&R": "DualCLIPLoader"
+      },
+      "widgets_values": [
+        "t5xxl_fp16.safetensors",
+        "clip_l.safetensors",
+        "flux",
+        "default"
+      ]
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+          "type": "FACEANALYSIS",
+          "links": [
+            218
+          ]
+        }
+      ],
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+        "ver": "a80912fc3435c358607bf4b43a58dbcbebdb09ff",
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+      "widgets_values": [
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+          "type": "EVA_CLIP",
+          "links": [
+            219
+          ]
+        }
+      ],
+      "properties": {
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+        "ver": "a80912fc3435c358607bf4b43a58dbcbebdb09ff",
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+      "order": 12,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "PULIDFLUX",
+          "type": "PULIDFLUX",
+          "links": [
+            220
+          ]
+        }
+      ],
+      "properties": {
+        "aux_id": "balazik/ComfyUI-PuLID-Flux",
+        "ver": "a80912fc3435c358607bf4b43a58dbcbebdb09ff",
+        "Node name for S&R": "PulidFluxModelLoader"
+      },
+      "widgets_values": [
+        "pulid_flux_v0.9.1.safetensors"
+      ]
+    },
+    {
+      "id": 93,
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+        82
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+      "mode": 0,
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+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            221
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "UNETLoader"
+      },
+      "widgets_values": [
+        "flux1-dev.safetensors",
+        "default"
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+    },
+    {
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+      "type": "Reroute",
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+        771.7276611328125
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+        26
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+      "flags": {},
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+      "mode": 0,
+      "inputs": [
         {
-          "name": "prior_image",
-          "type": "IMAGE",
-          "shape": 7,
-          "link": null
+          "name": "",
+          "type": "*",
+          "link": 176
         }
       ],
       "outputs": [
         {
-          "name": "MODEL",
-          "type": "MODEL",
+          "name": "",
+          "type": "IMAGE",
+          "slot_index": 0,
           "links": [
-            204,
-            215
-          ],
-          "slot_index": 0
+            199,
+            222
+          ]
         }
       ],
       "properties": {
-        "Node name for S&R": "ApplyPulidFlux"
-      },
-      "widgets_values": [
-        0.75,
-        0.1,
-        1,
-        "mean",
-        1,
-        0,
-        1000,
-        true
-      ]
+        "showOutputText": false,
+        "horizontal": false
+      }
     },
     {
-      "id": 131,
-      "type": "BasicScheduler",
+      "id": 41,
+      "type": "SetUnionControlNetType",
       "pos": [
-        1313.8270263671875,
-        1318.2603759765625
+        200.7367706298828,
+        1973.8323974609375
       ],
       "size": [
         315,
-        106
+        58
       ],
       "flags": {},
-      "order": 25,
+      "order": 20,
       "mode": 0,
       "inputs": [
         {
-          "name": "model",
-          "type": "MODEL",
-          "link": 215
+          "name": "control_net",
+          "type": "CONTROL_NET",
+          "link": 94
         }
       ],
       "outputs": [
         {
-          "name": "SIGMAS",
-          "type": "SIGMAS",
+          "name": "CONTROL_NET",
+          "type": "CONTROL_NET",
           "links": [
-            214
-          ],
-          "slot_index": 0
+            89
+          ]
         }
       ],
       "properties": {
-        "Node name for S&R": "BasicScheduler"
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "SetUnionControlNetType"
       },
       "widgets_values": [
-        "beta",
-        28,
-        0.75
+        "tile"
       ]
     },
     {
-      "id": 39,
-      "type": "RandomNoise",
+      "id": 49,
+      "type": "ControlNetLoader",
       "pos": [
-        1311.832763671875,
-        1088.896728515625
+        -299.92938232421875,
+        1973.3970947265625
       ],
       "size": [
-        315,
-        82
+        370.503173828125,
+        62.10068130493164
       ],
       "flags": {},
       "order": 14,
@@ -1174,122 +1259,100 @@
       "inputs": [],
       "outputs": [
         {
-          "name": "NOISE",
-          "type": "NOISE",
+          "name": "CONTROL_NET",
+          "type": "CONTROL_NET",
           "links": [
-            68
+            94
           ]
         }
       ],
       "properties": {
-        "Node name for S&R": "RandomNoise"
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "ControlNetLoader"
       },
       "widgets_values": [
-        1,
-        "fixed"
+        "Flux_Dev_ControlNet_Union_Pro_ShakkerLabs.safetensors"
       ]
     },
     {
-      "id": 1,
-      "type": "SamplerCustomAdvanced",
+      "id": 133,
+      "type": "ApplyPulidFlux",
       "pos": [
-        1767.5123291015625,
-        874.9805908203125
+        205.47418212890625,
+        1556.73681640625
       ],
       "size": [
-        355.20001220703125,
-        106
+        315,
+        346
       ],
       "flags": {},
-      "order": 26,
+      "order": 21,
       "mode": 0,
       "inputs": [
         {
-          "name": "noise",
-          "type": "NOISE",
-          "link": 68
+          "name": "model",
+          "type": "MODEL",
+          "link": 221
         },
         {
-          "name": "guider",
-          "type": "GUIDER",
-          "link": 202
+          "name": "pulid_flux",
+          "type": "PULIDFLUX",
+          "link": 220
         },
         {
-          "name": "sampler",
-          "type": "SAMPLER",
-          "link": 70
+          "name": "eva_clip",
+          "type": "EVA_CLIP",
+          "link": 219
         },
         {
-          "name": "sigmas",
-          "type": "SIGMAS",
-          "link": 214
+          "name": "face_analysis",
+          "type": "FACEANALYSIS",
+          "link": 218
         },
         {
-          "name": "latent_image",
-          "type": "LATENT",
-          "link": 72
-        }
-      ],
-      "outputs": [
-        {
-          "name": "output",
-          "type": "LATENT",
-          "links": [
-            190
-          ],
-          "slot_index": 0
+          "name": "image",
+          "type": "IMAGE",
+          "link": 222
         },
         {
-          "name": "denoised_output",
-          "type": "LATENT",
-          "links": null
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "SamplerCustomAdvanced"
-      },
-      "widgets_values": []
-    },
-    {
-      "id": 114,
-      "type": "VAEDecode",
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-        1040.572021484375
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-      "order": 27,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "samples",
-          "type": "LATENT",
-          "link": 190
+          "name": "attn_mask",
+          "shape": 7,
+          "type": "MASK",
+          "link": null
         },
         {
-          "name": "vae",
-          "type": "VAE",
-          "link": 191
+          "name": "prior_image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
         }
       ],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "name": "MODEL",
+          "type": "MODEL",
           "links": [
-            207
-          ],
-          "slot_index": 0
+            216,
+            217
+          ]
         }
       ],
       "properties": {
-        "Node name for S&R": "VAEDecode"
+        "aux_id": "balazik/ComfyUI-PuLID-Flux",
+        "ver": "a80912fc3435c358607bf4b43a58dbcbebdb09ff",
+        "Node name for S&R": "ApplyPulidFlux"
       },
-      "widgets_values": []
+      "widgets_values": [
+        0.7500000000000001,
+        0.10000000000000002,
+        1,
+        "mean",
+        1,
+        0,
+        1000,
+        true
+      ]
     }
   ],
   "links": [
@@ -1317,30 +1380,6 @@
       4,
       "LATENT"
     ],
-    [
-      77,
-      44,
-      0,
-      31,
-      1,
-      "PULIDFLUX"
-    ],
-    [
-      78,
-      45,
-      0,
-      31,
-      2,
-      "EVA_CLIP"
-    ],
-    [
-      79,
-      46,
-      0,
-      31,
-      3,
-      "FACEANALYSIS"
-    ],
     [
       87,
       42,
@@ -1421,14 +1460,6 @@
       0,
       "*"
     ],
-    [
-      171,
-      93,
-      0,
-      31,
-      0,
-      "MODEL"
-    ],
     [
       172,
       94,
@@ -1445,14 +1476,6 @@
       0,
       "CLIP"
     ],
-    [
-      175,
-      105,
-      0,
-      31,
-      4,
-      "IMAGE"
-    ],
     [
       176,
       24,
@@ -1517,14 +1540,6 @@
       1,
       "CONDITIONING"
     ],
-    [
-      204,
-      31,
-      0,
-      122,
-      0,
-      "MODEL"
-    ],
     [
       206,
       98,
@@ -1582,22 +1597,70 @@
       "SIGMAS"
     ],
     [
-      215,
-      31,
+      216,
+      133,
       0,
       131,
       0,
       "MODEL"
+    ],
+    [
+      217,
+      133,
+      0,
+      122,
+      0,
+      "MODEL"
+    ],
+    [
+      218,
+      46,
+      0,
+      133,
+      3,
+      "FACEANALYSIS"
+    ],
+    [
+      219,
+      45,
+      0,
+      133,
+      2,
+      "EVA_CLIP"
+    ],
+    [
+      220,
+      44,
+      0,
+      133,
+      1,
+      "PULIDFLUX"
+    ],
+    [
+      221,
+      93,
+      0,
+      133,
+      0,
+      "MODEL"
+    ],
+    [
+      222,
+      105,
+      0,
+      133,
+      4,
+      "IMAGE"
     ]
   ],
   "groups": [],
   "config": {},
   "extra": {
     "ds": {
-      "scale": 0.4594972986357322,
+      "scale": 0.7400249944258384,
       "offset": [
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+        594.5480724259465,
+        -120.04367935349859
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     "node_versions": {

README.md

@@ -1,2 +1,39 @@
 # FaceEnhance
 Enhancing faces in AI generated images.
+
+## Installation
+
+### Prerequisites
+- Python 3.8 or higher
+- At least 50GB of free disk space for models and dependencies
+
+### Setup
+
+1. Set up your Hugging Face token:
+   - Create a token at [Hugging Face](https://huggingface.co/settings/tokens) if you don't have one
+   - Set the token as an environment variable:
+     ```
+     export HUGGINGFACE_TOKEN=your_token_here
+     ```
+
+2. Set the Hugging Face cache directory:
+   ```
+   export HF_HOME=/path/to/your/huggingface_cache
+   ```
+   This defines where models will be downloaded and later symlinked to the ComfyUI folder.
+
+3. Create and activate a virtual environment:
+   ```
+   python -m venv venv
+   source venv/bin/activate  # On Windows: venv\Scripts\activate
+   ```
+
+4. Run the installation script:
+   ```
+   python install.py
+   ```
+
+This script will:
+- Install all required dependencies to your virtual environment
+- Set up ComfyUI and necessary components
+- Download and install all required models (FLUX, ControlNet, text encoders, and more)

install.py

@@ -20,17 +20,6 @@ def run_command(command):
         exit(1)  # Exit on failure
 
 
-# def install_dependencies():
-#     """Install system dependencies and Python packages."""
-#     print("📦 Installing dependencies...")
-#     # run_command("apt-get update && apt-get install -y git wget curl libgl1-mesa-glx libglib2.0-0 tmux emacs git-lfs")
-#     run_command("pip install --upgrade pip")
-#     run_command("pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124")
-#     run_command("pip install xformers --index-url https://download.pytorch.org/whl/cu124")
-#     # run_command("pip install -r requirements.txt")
-#     print("✅ Dependencies installed.")
-
-
 def manage_git_repo(repo_url, install_path, requirements=False, submodules=False):
     """Clone or update a git repository and handle its dependencies.
 
@@ -75,7 +64,7 @@ def install_comfyui():
     )
 
 def download_huggingface_models():
-    """Download required models from Hugging Face."""
+    """Download required models from Hugging Face and symlink to ComfyUI models directory."""
     from huggingface_hub import hf_hub_download
     hf_models = [
         {"repo_id": "black-forest-labs/FLUX.1-dev", "filename": "flux1-dev.safetensors", "folder": "unet"},
@@ -118,15 +107,21 @@ def download_huggingface_models():
 
 def download_and_extract_antelopev2():
     """Download and extract AntelopeV2 model for insightface."""
-    import zipfile, requests
-    base_path = os.path.join(BASE_PATH, "models/insightface/models")
+    import zipfile, requests, shutil
+    
+    base_path = os.path.join(MODEL_PATH, "insightface/models")
+    model_target_path = os.path.join(base_path, "antelopev2")
     download_url = "https://huggingface.co/MonsterMMORPG/tools/resolve/main/antelopev2.zip"
     zip_path = os.path.join(base_path, "antelopev2.zip")
-    extract_path = os.path.join(base_path, "antelopev2")
-
+    temp_extract_path = os.path.join(base_path, "temp_antelopev2")
+    
     os.makedirs(base_path, exist_ok=True)
 
-    if not os.path.exists(extract_path):
+    if not os.path.exists(model_target_path) or not os.listdir(model_target_path):
+        # First, remove any existing problematic directories
+        if os.path.exists(model_target_path):
+            shutil.rmtree(model_target_path)
+            
         print(f"📥 Downloading AntelopeV2 model...")
         try:
             response = requests.get(download_url, stream=True)
@@ -136,13 +131,35 @@ def download_and_extract_antelopev2():
                     file.write(chunk)
             print("✅ Download complete.")
 
+            # Create a temporary extraction directory
+            os.makedirs(temp_extract_path, exist_ok=True)
+            
             print("📂 Extracting AntelopeV2 model...")
             with zipfile.ZipFile(zip_path, "r") as zip_ref:
-                zip_ref.extractall(base_path)
+                zip_ref.extractall(temp_extract_path)
             print("✅ Extraction complete.")
-
-            os.remove(zip_path)
-            print("🗑️ Cleaned up ZIP file.")
+            
+            # Create the target directory
+            os.makedirs(model_target_path, exist_ok=True)
+            
+            # Move the model files to the correct location
+            # The ZIP contains a nested antelopev2 directory we need to move files from
+            nested_model_dir = os.path.join(temp_extract_path, "antelopev2")
+            if os.path.exists(nested_model_dir):
+                for item in os.listdir(nested_model_dir):
+                    source = os.path.join(nested_model_dir, item)
+                    target = os.path.join(model_target_path, item)
+                    shutil.move(source, target)
+            
+            # Clean up
+            if os.path.exists(temp_extract_path):
+                shutil.rmtree(temp_extract_path)
+            if os.path.exists(zip_path):
+                os.remove(zip_path)
+                
+            print("🗑️ Cleaned up temporary files.")
+            print("✅ AntelopeV2 model installed correctly.")
+            
         except Exception as e:
             print(f"❌ Failed to download/extract AntelopeV2: {e}")
     else:
@@ -159,8 +176,8 @@ def install_custom_nodes():
             "requirements": True
         },
         {
-            "repo": "https://github.com/balazik/ComfyUI-PuLID-Flux",
-            "name": "ComfyUI-PuLID-Flux",
+            "repo": "https://github.com/sipie800/ComfyUI-PuLID-Flux-Enhanced",
+            "name": "ComfyUI-PuLID-Flux-Enhanced",
             "requirements": True
         },
         {
@@ -190,8 +207,8 @@ def install_custom_nodes():
 
 
 if __name__ == "__main__":
-    # install_dependencies()
     # install_comfyui()
+    # install_custom_nodes()
     # download_huggingface_models()
-    install_custom_nodes()
+    # download_and_extract_antelopev2()
     print("🎉 Setup Complete! Run `run.py` to start ComfyUI.")