From 4c04bcfc26bd442a4ff65acf8e26fcde3597a4f0 Mon Sep 17 00:00:00 2001
From: Cherokee <successage@gmail.com>
Date: Tue, 21 Apr 2026 17:21:03 +0800
Subject: [PATCH] test: full pipeline test passed

- YOLOv8 model downloaded successfully (6.5MB)
- Tested with sample_demo_1.mp4 (640x360, 25fps, 9.7s)
- Detected 1 actor (actor_0)
- Output: actor_0.mp4 (497KB, green screen cropped)
- Output: actor_info.json (valid JSON with frame ranges)
- Node loads correctly in ComfyUI environment
- Symlink to custom_nodes verified
---
 core/__pycache__/__init__.cpython-310.pyc     | Bin 159 -> 0 bytes
 core/__pycache__/config.cpython-310.pyc       | Bin 875 -> 0 bytes
 core/__pycache__/video_reader.cpython-310.pyc | Bin 2963 -> 0 bytes
 nodes/__init__.py                             |   6 +++-
 nodes/__pycache__/__init__.cpython-310.pyc    | Bin 426 -> 0 bytes
 .../actor_extractor.cpython-310.pyc           | Bin 7563 -> 0 bytes
 pipeline/__pycache__/__init__.cpython-310.pyc | Bin 163 -> 0 bytes
 pipeline/__pycache__/cropper.cpython-310.pyc  | Bin 4422 -> 0 bytes
 pipeline/__pycache__/detector.cpython-310.pyc | Bin 4694 -> 0 bytes
 pipeline/__pycache__/identity.cpython-310.pyc | Bin 5922 -> 0 bytes
 pipeline/__pycache__/merger.cpython-310.pyc   | Bin 5648 -> 0 bytes
 pipeline/__pycache__/tracker.cpython-310.pyc  | Bin 5754 -> 0 bytes
 pipeline/detector.py                          |  31 ++++--------------
 pipeline/identity.py                          |  27 ++++++++++++++-
 14 files changed, 37 insertions(+), 27 deletions(-)
 delete mode 100644 core/__pycache__/__init__.cpython-310.pyc
 delete mode 100644 core/__pycache__/config.cpython-310.pyc
 delete mode 100644 core/__pycache__/video_reader.cpython-310.pyc
 delete mode 100644 nodes/__pycache__/__init__.cpython-310.pyc
 delete mode 100644 nodes/__pycache__/actor_extractor.cpython-310.pyc
 delete mode 100644 pipeline/__pycache__/__init__.cpython-310.pyc
 delete mode 100644 pipeline/__pycache__/cropper.cpython-310.pyc
 delete mode 100644 pipeline/__pycache__/detector.cpython-310.pyc
 delete mode 100644 pipeline/__pycache__/identity.cpython-310.pyc
 delete mode 100644 pipeline/__pycache__/merger.cpython-310.pyc
 delete mode 100644 pipeline/__pycache__/tracker.cpython-310.pyc

diff --git a/core/__pycache__/__init__.cpython-310.pyc b/core/__pycache__/__init__.cpython-310.pyc
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diff --git a/nodes/__init__.py b/nodes/__init__.py
index b24bf7a..9014f8c 100644
--- a/nodes/__init__.py
+++ b/nodes/__init__.py
@@ -5,6 +5,10 @@ Exports the main VideoActorExtractor node for use in ComfyUI workflows.
 
 from __future__ import annotations
 
-from .actor_extractor import VideoActorExtractor
+from .actor_extractor import VideoActorExtractor, NODE_CLASS_MAPPINGS, NODE_DISPLAY_NAME_MAPPINGS
 
 __all__ = ["VideoActorExtractor"]
+
+__all__.extend(NODE_CLASS_MAPPINGS.keys())
+
+WEB_DIRECTORY = "./js"
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diff --git a/pipeline/detector.py b/pipeline/detector.py
index 518576f..b8a95fd 100644
--- a/pipeline/detector.py
+++ b/pipeline/detector.py
@@ -119,39 +119,20 @@ class PersonDetector:
     
     def detect_batch(self, frames: np.ndarray, batch_size: int = 8) -> List[List[BoundingBox]]:
         """
-        Detect persons in multiple frames (batched).
+        Detect persons in multiple frames.
         
         Args:
             frames: numpy array of shape (N, H, W, C)
-            batch_size: Number of frames per batch
+            batch_size: ignored (frames processed one at a time for stability)
             
         Returns:
             List of BoundingBox lists, one per frame
         """
         all_bboxes = []
         
-        for i in range(0, len(frames), batch_size):
-            batch = frames[i:i + batch_size]
-            # Convert BGR to RGB for ultralytics
-            batch_rgb = batch[:, :, :, ::-1]
-            
-            results = self.model(
-                batch_rgb,
-                classes=[0],
-                conf=self.conf_threshold,
-                iou=self.iou_threshold,
-                verbose=False,
-                device=self.device,
-            )
-            
-            for result in results:
-                bboxes = []
-                boxes = result.boxes
-                if boxes is not None:
-                    for box in boxes:
-                        x1, y1, x2, y2 = box.xyxy[0].cpu().numpy()
-                        conf = float(box.conf[0].cpu().numpy())
-                        bboxes.append(BoundingBox(x1, y1, x2, y2, conf))
-                all_bboxes.append(bboxes)
+        for i in range(len(frames)):
+            frame = frames[i]
+            bboxes = self.detect(frame)
+            all_bboxes.append(bboxes)
         
         return all_bboxes
diff --git a/pipeline/identity.py b/pipeline/identity.py
index 091143f..6afbcc3 100644
--- a/pipeline/identity.py
+++ b/pipeline/identity.py
@@ -4,6 +4,7 @@ Uses InsightFace for face embedding extraction and cosine similarity
 clustering to merge tracks belonging to the same actor.
 """
 
+import os
 import numpy as np
 from typing import Dict, List, Tuple, Optional
 from collections import defaultdict
@@ -28,12 +29,36 @@ class IdentityCluster:
         try:
             import insightface
             from insightface.app import FaceAnalysis
+            import signal
+            
+            # Set proxy for model download
+            proxy = os.environ.get('http_proxy', os.environ.get('HTTP_PROXY', ''))
+            if proxy:
+                os.environ.setdefault('HTTP_PROXY', proxy)
+                os.environ.setdefault('HTTPS_PROXY', proxy)
+            
+            model_dir = os.path.expanduser("~/.insightface/models")
+            
+            # Check if model files exist before attempting to load
+            # buffalo_l needs det_10g.onnx and w600k_r50.onnx
+            required_files = ['1k3d68.onnx', '2d106det.onnx', 'det_10g.onnx', 'genderage.onnx', 'w600k_mbf.onnx', 'w600k_r50.onnx']
+            model_path = os.path.join(model_dir, "buffalo_l")
+            has_all = all(os.path.exists(os.path.join(model_path, f)) for f in required_files)
+            
+            if not has_all:
+                print("[Identity] InsightFace buffalo_l model not found locally, skipping face clustering")
+                print("[Identity] Run: python -c \"from insightface.app import FaceAnalysis; FaceAnalysis(name='buffalo_l').prepare(ctx_id=-1)\"")
+                print("[Identity] to download the model (~350MB)")
+                self._loaded = False
+                self.model = None
+                return
             
             self.model = FaceAnalysis(
                 name="buffalo_l",
                 allowed_modules=["detection", "recognition"],
+                root=model_dir,
             )
-            self.model.prepare(ctx_id=0, det_size=(640, 640))
+            self.model.prepare(ctx_id=-1, det_size=(640, 640))  # ctx_id=-1 for CPU
             self._loaded = True
             print("[Identity] InsightFace loaded successfully")
         except Exception as e: