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config.ts
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config.ts
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/**
* @license
* Copyright 2019 Google LLC. 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.
* =============================================================================
*/
export const config = {
BASE_PATH: 'https://tfhub.dev/tensorflow/tfjs-model/deeplab',
CROP_SIZE: 513,
COLORMAPS: {
ADE20K: [
[0, 0, 0], [120, 120, 120], [180, 120, 120], [6, 230, 230],
[80, 50, 50], [4, 200, 3], [120, 120, 80], [140, 140, 140],
[204, 5, 255], [230, 230, 230], [4, 250, 7], [224, 5, 255],
[235, 255, 7], [150, 5, 61], [120, 120, 70], [8, 255, 51],
[255, 6, 82], [143, 255, 140], [204, 255, 4], [255, 51, 7],
[204, 70, 3], [0, 102, 200], [61, 230, 250], [255, 6, 51],
[11, 102, 255], [255, 7, 71], [255, 9, 224], [9, 7, 230],
[220, 220, 220], [255, 9, 92], [112, 9, 255], [8, 255, 214],
[7, 255, 224], [255, 184, 6], [10, 255, 71], [255, 41, 10],
[7, 255, 255], [224, 255, 8], [102, 8, 255], [255, 61, 6],
[255, 194, 7], [255, 122, 8], [0, 255, 20], [255, 8, 41],
[255, 5, 153], [6, 51, 255], [235, 12, 255], [160, 150, 20],
[0, 163, 255], [140, 140, 140], [250, 10, 15], [20, 255, 0],
[31, 255, 0], [255, 31, 0], [255, 224, 0], [153, 255, 0],
[0, 0, 255], [255, 71, 0], [0, 235, 255], [0, 173, 255],
[31, 0, 255], [11, 200, 200], [255, 82, 0], [0, 255, 245],
[0, 61, 255], [0, 255, 112], [0, 255, 133], [255, 0, 0],
[255, 163, 0], [255, 102, 0], [194, 255, 0], [0, 143, 255],
[51, 255, 0], [0, 82, 255], [0, 255, 41], [0, 255, 173],
[10, 0, 255], [173, 255, 0], [0, 255, 153], [255, 92, 0],
[255, 0, 255], [255, 0, 245], [255, 0, 102], [255, 173, 0],
[255, 0, 20], [255, 184, 184], [0, 31, 255], [0, 255, 61],
[0, 71, 255], [255, 0, 204], [0, 255, 194], [0, 255, 82],
[0, 10, 255], [0, 112, 255], [51, 0, 255], [0, 194, 255],
[0, 122, 255], [0, 255, 163], [255, 153, 0], [0, 255, 10],
[255, 112, 0], [143, 255, 0], [82, 0, 255], [163, 255, 0],
[255, 235, 0], [8, 184, 170], [133, 0, 255], [0, 255, 92],
[184, 0, 255], [255, 0, 31], [0, 184, 255], [0, 214, 255],
[255, 0, 112], [92, 255, 0], [0, 224, 255], [112, 224, 255],
[70, 184, 160], [163, 0, 255], [153, 0, 255], [71, 255, 0],
[255, 0, 163], [255, 204, 0], [255, 0, 143], [0, 255, 235],
[133, 255, 0], [255, 0, 235], [245, 0, 255], [255, 0, 122],
[255, 245, 0], [10, 190, 212], [214, 255, 0], [0, 204, 255],
[20, 0, 255], [255, 255, 0], [0, 153, 255], [0, 41, 255],
[0, 255, 204], [41, 0, 255], [41, 255, 0], [173, 0, 255],
[0, 245, 255], [71, 0, 255], [122, 0, 255], [0, 255, 184],
[0, 92, 255], [184, 255, 0], [0, 133, 255], [255, 214, 0],
[25, 194, 194], [102, 255, 0], [92, 0, 255],
],
CITYSCAPES: [
[128, 64, 128], [244, 35, 232], [70, 70, 70], [102, 102, 156],
[190, 153, 153], [153, 153, 153], [250, 170, 30], [220, 220, 0],
[107, 142, 35], [152, 251, 152], [70, 130, 180], [220, 20, 60],
[255, 0, 0], [0, 0, 142], [0, 0, 70], [0, 60, 100],
[0, 80, 100], [0, 0, 230], [119, 11, 32],
],
PASCAL: [
[0, 0, 0], [128, 0, 0], [0, 128, 0], [128, 128, 0],
[0, 0, 128], [128, 0, 128], [0, 128, 128], [128, 128, 128],
[64, 0, 0], [192, 0, 0], [64, 128, 0], [192, 128, 0],
[64, 0, 128], [192, 0, 128], [64, 128, 128], [192, 128, 128],
[0, 64, 0], [128, 64, 0], [0, 192, 0], [128, 192, 0],
[0, 64, 128], [128, 64, 128], [0, 192, 128], [128, 192, 128],
[64, 64, 0], [192, 64, 0], [64, 192, 0], [192, 192, 0],
[64, 64, 128], [192, 64, 128], [64, 192, 128], [192, 192, 128],
[0, 0, 64], [128, 0, 64], [0, 128, 64], [128, 128, 64],
[0, 0, 192], [128, 0, 192], [0, 128, 192], [128, 128, 192],
[64, 0, 64], [192, 0, 64], [64, 128, 64], [192, 128, 64],
[64, 0, 192], [192, 0, 192], [64, 128, 192], [192, 128, 192],
[0, 64, 64], [128, 64, 64], [0, 192, 64], [128, 192, 64],
[0, 64, 192], [128, 64, 192], [0, 192, 192], [128, 192, 192],
[64, 64, 64], [192, 64, 64], [64, 192, 64], [192, 192, 64],
[64, 64, 192], [192, 64, 192], [64, 192, 192], [192, 192, 192],
[32, 0, 0], [160, 0, 0], [32, 128, 0], [160, 128, 0],
[32, 0, 128], [160, 0, 128], [32, 128, 128], [160, 128, 128],
[96, 0, 0], [224, 0, 0], [96, 128, 0], [224, 128, 0],
[96, 0, 128], [224, 0, 128], [96, 128, 128], [224, 128, 128],
[32, 64, 0], [160, 64, 0], [32, 192, 0], [160, 192, 0],
[32, 64, 128], [160, 64, 128], [32, 192, 128], [160, 192, 128],
[96, 64, 0], [224, 64, 0], [96, 192, 0], [224, 192, 0],
[96, 64, 128], [224, 64, 128], [96, 192, 128], [224, 192, 128],
[32, 0, 64], [160, 0, 64], [32, 128, 64], [160, 128, 64],
[32, 0, 192], [160, 0, 192], [32, 128, 192], [160, 128, 192],
[96, 0, 64], [224, 0, 64], [96, 128, 64], [224, 128, 64],
[96, 0, 192], [224, 0, 192], [96, 128, 192], [224, 128, 192],
[32, 64, 64], [160, 64, 64], [32, 192, 64], [160, 192, 64],
[32, 64, 192], [160, 64, 192], [32, 192, 192], [160, 192, 192],
[96, 64, 64], [224, 64, 64], [96, 192, 64], [224, 192, 64],
[96, 64, 192], [224, 64, 192], [96, 192, 192], [224, 192, 192],
[0, 32, 0], [128, 32, 0], [0, 160, 0], [128, 160, 0],
[0, 32, 128], [128, 32, 128], [0, 160, 128], [128, 160, 128],
[64, 32, 0], [192, 32, 0], [64, 160, 0], [192, 160, 0],
[64, 32, 128], [192, 32, 128], [64, 160, 128], [192, 160, 128],
[0, 96, 0], [128, 96, 0], [0, 224, 0], [128, 224, 0],
[0, 96, 128], [128, 96, 128], [0, 224, 128], [128, 224, 128],
[64, 96, 0], [192, 96, 0], [64, 224, 0], [192, 224, 0],
[64, 96, 128], [192, 96, 128], [64, 224, 128], [192, 224, 128],
[0, 32, 64], [128, 32, 64], [0, 160, 64], [128, 160, 64],
[0, 32, 192], [128, 32, 192], [0, 160, 192], [128, 160, 192],
[64, 32, 64], [192, 32, 64], [64, 160, 64], [192, 160, 64],
[64, 32, 192], [192, 32, 192], [64, 160, 192], [192, 160, 192],
[0, 96, 64], [128, 96, 64], [0, 224, 64], [128, 224, 64],
[0, 96, 192], [128, 96, 192], [0, 224, 192], [128, 224, 192],
[64, 96, 64], [192, 96, 64], [64, 224, 64], [192, 224, 64],
[64, 96, 192], [192, 96, 192], [64, 224, 192], [192, 224, 192],
[32, 32, 0], [160, 32, 0], [32, 160, 0], [160, 160, 0],
[32, 32, 128], [160, 32, 128], [32, 160, 128], [160, 160, 128],
[96, 32, 0], [224, 32, 0], [96, 160, 0], [224, 160, 0],
[96, 32, 128], [224, 32, 128], [96, 160, 128], [224, 160, 128],
[32, 96, 0], [160, 96, 0], [32, 224, 0], [160, 224, 0],
[32, 96, 128], [160, 96, 128], [32, 224, 128], [160, 224, 128],
[96, 96, 0], [224, 96, 0], [96, 224, 0], [224, 224, 0],
[96, 96, 128], [224, 96, 128], [96, 224, 128], [224, 224, 128],
[32, 32, 64], [160, 32, 64], [32, 160, 64], [160, 160, 64],
[32, 32, 192], [160, 32, 192], [32, 160, 192], [160, 160, 192],
[96, 32, 64], [224, 32, 64], [96, 160, 64], [224, 160, 64],
[96, 32, 192], [224, 32, 192], [96, 160, 192], [224, 160, 192],
[32, 96, 64], [160, 96, 64], [32, 224, 64], [160, 224, 64],
[32, 96, 192], [160, 96, 192], [32, 224, 192], [160, 224, 192],
[96, 96, 64], [224, 96, 64], [96, 224, 64], [224, 224, 64],
[96, 96, 192], [224, 96, 192], [96, 224, 192], [224, 224, 192],
]
},
DATASET_MAX_ENTRIES: {
PASCAL: 256,
CITYSCAPES: 256,
ADE20K: 151,
},
LABELS: {
PASCAL: [
'background', 'aeroplane', 'bicycle', 'bird', 'boat',
'bottle', 'bus', 'car', 'cat', 'chair',
'cow', 'dining table', 'dog', 'horse', 'motorbike',
'person', 'potted plant', 'sheep', 'sofa', 'train',
'TV',
],
CITYSCAPES: [
'road', 'sidewalk', 'building', 'wall', 'fence',
'pole', 'traffic light', 'traffic sign', 'vegetation', 'terrain',
'sky', 'person', 'rider', 'car', 'truck',
'bus', 'train', 'motorcycle', 'bicycle',
],
ADE20K: [
'background', 'wall', 'building', 'sky', 'floor',
'tree', 'ceiling', 'road', 'bed', 'windowpane',
'grass', 'cabinet', 'sidewalk', 'person', 'earth',
'door', 'table', 'mountain', 'plant', 'curtain',
'chair', 'car', 'water', 'painting', 'sofa',
'shelf', 'house', 'sea', 'mirror', 'rug',
'field', 'armchair', 'seat', 'fence', 'desk',
'rock', 'wardrobe', 'lamp', 'bathtub', 'railing',
'cushion', 'base', 'box', 'column', 'signboard',
'chest', 'counter', 'sand', 'sink', 'skyscraper',
'fireplace', 'refrigerator', 'grandstand', 'path', 'stairs',
'runway', 'case', 'pool', 'pillow', 'screen',
'stairway', 'river', 'bridge', 'bookcase', 'blind',
'coffee', 'toilet', 'flower', 'book', 'hill',
'bench', 'countertop', 'stove', 'palm', 'kitchen',
'computer', 'swivel', 'boat', 'bar', 'arcade',
'hovel', 'bus', 'towel', 'light', 'truck',
'tower', 'chandelier', 'awning', 'streetlight', 'booth',
'television', 'airplane', 'dirt', 'apparel', 'pole',
'land', 'bannister', 'escalator', 'ottoman', 'bottle',
'buffet', 'poster', 'stage', 'van', 'ship',
'fountain', 'conveyer', 'canopy', 'washer', 'plaything',
'swimming', 'stool', 'barrel', 'basket', 'waterfall',
'tent', 'bag', 'minibike', 'cradle', 'oven',
'ball', 'food', 'step', 'tank', 'trade',
'microwave', 'pot', 'animal', 'bicycle', 'lake',
'dishwasher', 'screen', 'blanket', 'sculpture', 'hood',
'sconce', 'vase', 'traffic', 'tray', 'ashcan',
'fan', 'pier', 'screen', 'plate', 'monitor',
'bulletin', 'shower', 'radiator', 'glass', 'clock',
'flag',
],
},
};