surveillance_monitoring/dependence/PaddleDetection/static/ppdet/utils/oid_eval.py

# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals

from .coco_eval import bbox2out

import logging
logger = logging.getLogger(__name__)

__all__ = ['bbox2out', 'get_category_info']


def get_category_info(anno_file=None,
                      with_background=True,
                      use_default_label=False):
    clsid2catid = {k: k for k in range(1, 501)}

    catid2name = {
        0: "background",
        1: "Infant bed",
        2: "Rose",
        3: "Flag",
        4: "Flashlight",
        5: "Sea turtle",
        6: "Camera",
        7: "Animal",
        8: "Glove",
        9: "Crocodile",
        10: "Cattle",
        11: "House",
        12: "Guacamole",
        13: "Penguin",
        14: "Vehicle registration plate",
        15: "Bench",
        16: "Ladybug",
        17: "Human nose",
        18: "Watermelon",
        19: "Flute",
        20: "Butterfly",
        21: "Washing machine",
        22: "Raccoon",
        23: "Segway",
        24: "Taco",
        25: "Jellyfish",
        26: "Cake",
        27: "Pen",
        28: "Cannon",
        29: "Bread",
        30: "Tree",
        31: "Shellfish",
        32: "Bed",
        33: "Hamster",
        34: "Hat",
        35: "Toaster",
        36: "Sombrero",
        37: "Tiara",
        38: "Bowl",
        39: "Dragonfly",
        40: "Moths and butterflies",
        41: "Antelope",
        42: "Vegetable",
        43: "Torch",
        44: "Building",
        45: "Power plugs and sockets",
        46: "Blender",
        47: "Billiard table",
        48: "Cutting board",
        49: "Bronze sculpture",
        50: "Turtle",
        51: "Broccoli",
        52: "Tiger",
        53: "Mirror",
        54: "Bear",
        55: "Zucchini",
        56: "Dress",
        57: "Volleyball",
        58: "Guitar",
        59: "Reptile",
        60: "Golf cart",
        61: "Tart",
        62: "Fedora",
        63: "Carnivore",
        64: "Car",
        65: "Lighthouse",
        66: "Coffeemaker",
        67: "Food processor",
        68: "Truck",
        69: "Bookcase",
        70: "Surfboard",
        71: "Footwear",
        72: "Bench",
        73: "Necklace",
        74: "Flower",
        75: "Radish",
        76: "Marine mammal",
        77: "Frying pan",
        78: "Tap",
        79: "Peach",
        80: "Knife",
        81: "Handbag",
        82: "Laptop",
        83: "Tent",
        84: "Ambulance",
        85: "Christmas tree",
        86: "Eagle",
        87: "Limousine",
        88: "Kitchen & dining room table",
        89: "Polar bear",
        90: "Tower",
        91: "Football",
        92: "Willow",
        93: "Human head",
        94: "Stop sign",
        95: "Banana",
        96: "Mixer",
        97: "Binoculars",
        98: "Dessert",
        99: "Bee",
        100: "Chair",
        101: "Wood-burning stove",
        102: "Flowerpot",
        103: "Beaker",
        104: "Oyster",
        105: "Woodpecker",
        106: "Harp",
        107: "Bathtub",
        108: "Wall clock",
        109: "Sports uniform",
        110: "Rhinoceros",
        111: "Beehive",
        112: "Cupboard",
        113: "Chicken",
        114: "Man",
        115: "Blue jay",
        116: "Cucumber",
        117: "Balloon",
        118: "Kite",
        119: "Fireplace",
        120: "Lantern",
        121: "Missile",
        122: "Book",
        123: "Spoon",
        124: "Grapefruit",
        125: "Squirrel",
        126: "Orange",
        127: "Coat",
        128: "Punching bag",
        129: "Zebra",
        130: "Billboard",
        131: "Bicycle",
        132: "Door handle",
        133: "Mechanical fan",
        134: "Ring binder",
        135: "Table",
        136: "Parrot",
        137: "Sock",
        138: "Vase",
        139: "Weapon",
        140: "Shotgun",
        141: "Glasses",
        142: "Seahorse",
        143: "Belt",
        144: "Watercraft",
        145: "Window",
        146: "Giraffe",
        147: "Lion",
        148: "Tire",
        149: "Vehicle",
        150: "Canoe",
        151: "Tie",
        152: "Shelf",
        153: "Picture frame",
        154: "Printer",
        155: "Human leg",
        156: "Boat",
        157: "Slow cooker",
        158: "Croissant",
        159: "Candle",
        160: "Pancake",
        161: "Pillow",
        162: "Coin",
        163: "Stretcher",
        164: "Sandal",
        165: "Woman",
        166: "Stairs",
        167: "Harpsichord",
        168: "Stool",
        169: "Bus",
        170: "Suitcase",
        171: "Human mouth",
        172: "Juice",
        173: "Skull",
        174: "Door",
        175: "Violin",
        176: "Chopsticks",
        177: "Digital clock",
        178: "Sunflower",
        179: "Leopard",
        180: "Bell pepper",
        181: "Harbor seal",
        182: "Snake",
        183: "Sewing machine",
        184: "Goose",
        185: "Helicopter",
        186: "Seat belt",
        187: "Coffee cup",
        188: "Microwave oven",
        189: "Hot dog",
        190: "Countertop",
        191: "Serving tray",
        192: "Dog bed",
        193: "Beer",
        194: "Sunglasses",
        195: "Golf ball",
        196: "Waffle",
        197: "Palm tree",
        198: "Trumpet",
        199: "Ruler",
        200: "Helmet",
        201: "Ladder",
        202: "Office building",
        203: "Tablet computer",
        204: "Toilet paper",
        205: "Pomegranate",
        206: "Skirt",
        207: "Gas stove",
        208: "Cookie",
        209: "Cart",
        210: "Raven",
        211: "Egg",
        212: "Burrito",
        213: "Goat",
        214: "Kitchen knife",
        215: "Skateboard",
        216: "Salt and pepper shakers",
        217: "Lynx",
        218: "Boot",
        219: "Platter",
        220: "Ski",
        221: "Swimwear",
        222: "Swimming pool",
        223: "Drinking straw",
        224: "Wrench",
        225: "Drum",
        226: "Ant",
        227: "Human ear",
        228: "Headphones",
        229: "Fountain",
        230: "Bird",
        231: "Jeans",
        232: "Television",
        233: "Crab",
        234: "Microphone",
        235: "Home appliance",
        236: "Snowplow",
        237: "Beetle",
        238: "Artichoke",
        239: "Jet ski",
        240: "Stationary bicycle",
        241: "Human hair",
        242: "Brown bear",
        243: "Starfish",
        244: "Fork",
        245: "Lobster",
        246: "Corded phone",
        247: "Drink",
        248: "Saucer",
        249: "Carrot",
        250: "Insect",
        251: "Clock",
        252: "Castle",
        253: "Tennis racket",
        254: "Ceiling fan",
        255: "Asparagus",
        256: "Jaguar",
        257: "Musical instrument",
        258: "Train",
        259: "Cat",
        260: "Rifle",
        261: "Dumbbell",
        262: "Mobile phone",
        263: "Taxi",
        264: "Shower",
        265: "Pitcher",
        266: "Lemon",
        267: "Invertebrate",
        268: "Turkey",
        269: "High heels",
        270: "Bust",
        271: "Elephant",
        272: "Scarf",
        273: "Barrel",
        274: "Trombone",
        275: "Pumpkin",
        276: "Box",
        277: "Tomato",
        278: "Frog",
        279: "Bidet",
        280: "Human face",
        281: "Houseplant",
        282: "Van",
        283: "Shark",
        284: "Ice cream",
        285: "Swim cap",
        286: "Falcon",
        287: "Ostrich",
        288: "Handgun",
        289: "Whiteboard",
        290: "Lizard",
        291: "Pasta",
        292: "Snowmobile",
        293: "Light bulb",
        294: "Window blind",
        295: "Muffin",
        296: "Pretzel",
        297: "Computer monitor",
        298: "Horn",
        299: "Furniture",
        300: "Sandwich",
        301: "Fox",
        302: "Convenience store",
        303: "Fish",
        304: "Fruit",
        305: "Earrings",
        306: "Curtain",
        307: "Grape",
        308: "Sofa bed",
        309: "Horse",
        310: "Luggage and bags",
        311: "Desk",
        312: "Crutch",
        313: "Bicycle helmet",
        314: "Tick",
        315: "Airplane",
        316: "Canary",
        317: "Spatula",
        318: "Watch",
        319: "Lily",
        320: "Kitchen appliance",
        321: "Filing cabinet",
        322: "Aircraft",
        323: "Cake stand",
        324: "Candy",
        325: "Sink",
        326: "Mouse",
        327: "Wine",
        328: "Wheelchair",
        329: "Goldfish",
        330: "Refrigerator",
        331: "French fries",
        332: "Drawer",
        333: "Treadmill",
        334: "Picnic basket",
        335: "Dice",
        336: "Cabbage",
        337: "Football helmet",
        338: "Pig",
        339: "Person",
        340: "Shorts",
        341: "Gondola",
        342: "Honeycomb",
        343: "Doughnut",
        344: "Chest of drawers",
        345: "Land vehicle",
        346: "Bat",
        347: "Monkey",
        348: "Dagger",
        349: "Tableware",
        350: "Human foot",
        351: "Mug",
        352: "Alarm clock",
        353: "Pressure cooker",
        354: "Human hand",
        355: "Tortoise",
        356: "Baseball glove",
        357: "Sword",
        358: "Pear",
        359: "Miniskirt",
        360: "Traffic sign",
        361: "Girl",
        362: "Roller skates",
        363: "Dinosaur",
        364: "Porch",
        365: "Human beard",
        366: "Submarine sandwich",
        367: "Screwdriver",
        368: "Strawberry",
        369: "Wine glass",
        370: "Seafood",
        371: "Racket",
        372: "Wheel",
        373: "Sea lion",
        374: "Toy",
        375: "Tea",
        376: "Tennis ball",
        377: "Waste container",
        378: "Mule",
        379: "Cricket ball",
        380: "Pineapple",
        381: "Coconut",
        382: "Doll",
        383: "Coffee table",
        384: "Snowman",
        385: "Lavender",
        386: "Shrimp",
        387: "Maple",
        388: "Cowboy hat",
        389: "Goggles",
        390: "Rugby ball",
        391: "Caterpillar",
        392: "Poster",
        393: "Rocket",
        394: "Organ",
        395: "Saxophone",
        396: "Traffic light",
        397: "Cocktail",
        398: "Plastic bag",
        399: "Squash",
        400: "Mushroom",
        401: "Hamburger",
        402: "Light switch",
        403: "Parachute",
        404: "Teddy bear",
        405: "Winter melon",
        406: "Deer",
        407: "Musical keyboard",
        408: "Plumbing fixture",
        409: "Scoreboard",
        410: "Baseball bat",
        411: "Envelope",
        412: "Adhesive tape",
        413: "Briefcase",
        414: "Paddle",
        415: "Bow and arrow",
        416: "Telephone",
        417: "Sheep",
        418: "Jacket",
        419: "Boy",
        420: "Pizza",
        421: "Otter",
        422: "Office supplies",
        423: "Couch",
        424: "Cello",
        425: "Bull",
        426: "Camel",
        427: "Ball",
        428: "Duck",
        429: "Whale",
        430: "Shirt",
        431: "Tank",
        432: "Motorcycle",
        433: "Accordion",
        434: "Owl",
        435: "Porcupine",
        436: "Sun hat",
        437: "Nail",
        438: "Scissors",
        439: "Swan",
        440: "Lamp",
        441: "Crown",
        442: "Piano",
        443: "Sculpture",
        444: "Cheetah",
        445: "Oboe",
        446: "Tin can",
        447: "Mango",
        448: "Tripod",
        449: "Oven",
        450: "Mouse",
        451: "Barge",
        452: "Coffee",
        453: "Snowboard",
        454: "Common fig",
        455: "Salad",
        456: "Marine invertebrates",
        457: "Umbrella",
        458: "Kangaroo",
        459: "Human arm",
        460: "Measuring cup",
        461: "Snail",
        462: "Loveseat",
        463: "Suit",
        464: "Teapot",
        465: "Bottle",
        466: "Alpaca",
        467: "Kettle",
        468: "Trousers",
        469: "Popcorn",
        470: "Centipede",
        471: "Spider",
        472: "Sparrow",
        473: "Plate",
        474: "Bagel",
        475: "Personal care",
        476: "Apple",
        477: "Brassiere",
        478: "Bathroom cabinet",
        479: "studio couch",
        480: "Computer keyboard",
        481: "Table tennis racket",
        482: "Sushi",
        483: "Cabinetry",
        484: "Street light",
        485: "Towel",
        486: "Nightstand",
        487: "Rabbit",
        488: "Dolphin",
        489: "Dog",
        490: "Jug",
        491: "Wok",
        492: "Fire hydrant",
        493: "Human eye",
        494: "Skyscraper",
        495: "Backpack",
        496: "Potato",
        497: "Paper towel",
        498: "Lifejacket",
        499: "Bicycle wheel",
        500: "Toilet",
    }

    if not with_background:
        clsid2catid = {k - 1: v for k, v in clsid2catid.items()}
    return clsid2catid, catid2name