105 lines
1.9 KiB
Python
105 lines
1.9 KiB
Python
|
"""yolo_classes.py
|
||
|
|
|
||
|
|
NOTE: Number of YOLO COCO output classes differs from SSD COCO models.
|
||
|
|
"""
|
||
|
|
|
||
|
|
COCO_CLASSES_LIST = [
|
||
|
|
'person',
|
||
|
|
'bicycle',
|
||
|
|
'car',
|
||
|
|
'motorbike',
|
||
|
|
'aeroplane',
|
||
|
|
'bus',
|
||
|
|
'train',
|
||
|
|
'truck',
|
||
|
|
'boat',
|
||
|
|
'traffic light',
|
||
|
|
'fire hydrant',
|
||
|
|
'stop sign',
|
||
|
|
'parking meter',
|
||
|
|
'bench',
|
||
|
|
'bird',
|
||
|
|
'cat',
|
||
|
|
'dog',
|
||
|
|
'horse',
|
||
|
|
'sheep',
|
||
|
|
'cow',
|
||
|
|
'elephant',
|
||
|
|
'bear',
|
||
|
|
'zebra',
|
||
|
|
'giraffe',
|
||
|
|
'backpack',
|
||
|
|
'umbrella',
|
||
|
|
'handbag',
|
||
|
|
'tie',
|
||
|
|
'suitcase',
|
||
|
|
'frisbee',
|
||
|
|
'skis',
|
||
|
|
'snowboard',
|
||
|
|
'sports ball',
|
||
|
|
'kite',
|
||
|
|
'baseball bat',
|
||
|
|
'baseball glove',
|
||
|
|
'skateboard',
|
||
|
|
'surfboard',
|
||
|
|
'tennis racket',
|
||
|
|
'bottle',
|
||
|
|
'wine glass',
|
||
|
|
'cup',
|
||
|
|
'fork',
|
||
|
|
'knife',
|
||
|
|
'spoon',
|
||
|
|
'bowl',
|
||
|
|
'banana',
|
||
|
|
'apple',
|
||
|
|
'sandwich',
|
||
|
|
'orange',
|
||
|
|
'broccoli',
|
||
|
|
'carrot',
|
||
|
|
'hot dog',
|
||
|
|
'pizza',
|
||
|
|
'donut',
|
||
|
|
'cake',
|
||
|
|
'chair',
|
||
|
|
'sofa',
|
||
|
|
'pottedplant',
|
||
|
|
'bed',
|
||
|
|
'diningtable',
|
||
|
|
'toilet',
|
||
|
|
'tvmonitor',
|
||
|
|
'laptop',
|
||
|
|
'mouse',
|
||
|
|
'remote',
|
||
|
|
'keyboard',
|
||
|
|
'cell phone',
|
||
|
|
'microwave',
|
||
|
|
'oven',
|
||
|
|
'toaster',
|
||
|
|
'sink',
|
||
|
|
'refrigerator',
|
||
|
|
'book',
|
||
|
|
'clock',
|
||
|
|
'vase',
|
||
|
|
'scissors',
|
||
|
|
'teddy bear',
|
||
|
|
'hair drier',
|
||
|
|
'toothbrush',
|
||
|
|
]
|
||
|
|
|
||
|
|
# For translating YOLO class ids (0~79) to SSD class ids (0~90)
|
||
|
|
yolo_cls_to_ssd = [
|
||
|
|
1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20,
|
||
|
|
21, 22, 23, 24, 25, 27, 28, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
|
||
|
|
41, 42, 43, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58,
|
||
|
|
59, 60, 61, 62, 63, 64, 65, 67, 70, 72, 73, 74, 75, 76, 77, 78, 79,
|
||
|
|
80, 81, 82, 84, 85, 86, 87, 88, 89, 90,
|
||
|
|
]
|
||
|
|
|
||
|
|
|
||
|
|
def get_cls_dict(category_num):
|
||
|
|
"""Get the class ID to name translation dictionary."""
|
||
|
|
if category_num == 80:
|
||
|
|
return {i: n for i, n in enumerate(COCO_CLASSES_LIST)}
|
||
|
|
else:
|
||
|
|
return {i: 'CLS%d' % i for i in range(category_num)}
|