feat: update Python processors and add utility scripts

- Update ASR, face, OCR, pose processors
- Add release pre-flight check script
- Add synonym generation, chunk processing scripts
- Add face recognition, stamp search utilities

scripts/crop_stamp.py

@@ -0,0 +1,40 @@
+#!/opt/homebrew/bin/python3.11
+"""
+Crop the detected stamp from the image.
+"""
+
+from PIL import Image
+import os
+
+UUID = "384b0ff44aaaa1f1"
+BASE_DIR = f"output/{UUID}/florence2_results"
+IMG_NAME = "raw_6846.jpg"
+img_path = os.path.join(BASE_DIR, IMG_NAME)
+
+# Coordinates from the successful run that detected 'stamp'
+# Format: [x_min, y_min, x_max, y_max]
+box = [1721.28, 23.22, 1813.44, 173.34]
+
+print(f"📷 Loading image: {img_path}")
+if not os.path.exists(img_path):
+    print("❌ Image not found.")
+    exit()
+
+try:
+    img = Image.open(img_path)
+    print(f"📐 Image Size: {img.width}x{img.height}")
+
+    # Convert float coordinates to int
+    box_int = [int(x) for x in box]
+    print(f"✂️ Cropping box: {box_int}")
+
+    # Crop the image
+    cropped = img.crop(box_int)
+
+    # Save
+    out_path = os.path.join(BASE_DIR, "stamp_crop_detected.jpg")
+    cropped.save(out_path)
+    print(f"✅ Successfully saved cropped stamp to {out_path}")
+
+except Exception as e:
+    print(f"❌ Error: {e}")