Upload utils/coco_categories.py with huggingface_hub

utils/coco_categories.py

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+"""COCO category mapping utilities."""
+
+COCO_CATS = {
+    1: "person", 2: "bicycle", 3: "car", 4: "motorcycle", 5: "airplane",
+    6: "bus", 7: "train", 8: "truck", 9: "boat", 10: "traffic light",
+    11: "fire hydrant", 13: "stop sign", 14: "parking meter", 15: "bench",
+    16: "bird", 17: "cat", 18: "dog", 19: "horse", 20: "sheep",
+    21: "cow", 22: "elephant", 23: "bear", 24: "zebra", 25: "giraffe",
+    27: "backpack", 28: "umbrella", 31: "handbag", 32: "tie", 33: "suitcase",
+    34: "frisbee", 35: "skis", 36: "snowboard", 37: "sports ball", 38: "kite",
+    39: "baseball bat", 40: "baseball glove", 41: "skateboard", 42: "surfboard",
+    43: "tennis racket", 44: "bottle", 46: "wine glass", 47: "cup", 48: "fork",
+    49: "knife", 50: "spoon", 51: "bowl", 52: "banana", 53: "apple",
+    54: "sandwich", 55: "orange", 56: "broccoli", 57: "carrot", 58: "hot dog",
+    59: "pizza", 60: "donut", 61: "cake", 62: "chair", 63: "couch",
+    64: "potted plant", 65: "bed", 67: "dining table", 70: "toilet", 72: "tv",
+    73: "laptop", 74: "mouse", 75: "remote", 76: "keyboard", 77: "cell phone",
+    78: "microwave", 79: "oven", 80: "toaster", 81: "sink", 82: "refrigerator",
+    84: "book", 85: "clock", 86: "vase", 87: "scissors", 88: "teddy bear",
+    89: "hair drier", 90: "toothbrush",
+}
+
+
+_SORTED_IDS = sorted(COCO_CATS.keys())
+HF_COCO_CATS = {i: COCO_CATS[_SORTED_IDS[i]] for i in range(len(_SORTED_IDS))}
+
+
+def get_category_name(label_id, default_prefix="object"):
+    """Get COCO category name from label id (standard or HuggingFace index)."""
+    label_id = int(label_id)
+    if label_id in COCO_CATS:
+        return COCO_CATS[label_id]
+    if label_id in HF_COCO_CATS:
+        return HF_COCO_CATS[label_id]
+    return f"{default_prefix}_{label_id}"