# config.py
import os.path

# gets home dir cross platform
HOME = os.path.expanduser("~")

# for making bounding boxes pretty
COLORS = ((255, 0, 0, 128), (0, 255, 0, 128), (0, 0, 255, 128),
          (0, 255, 255, 128), (255, 0, 255, 128), (255, 255, 0, 128))

MEANS = (104, 117, 123)

# SSD300 CONFIGS
# 'lr_steps': (80000, 100000, 120000),
# 'max_iter': 120000,
# 'lr_steps': (280000, 360000, 400000),
# 'max_iter': 400000,
#    'lr_steps': (280000, 3200000, 360000),
#    'max_iter': 360000,

voc300 = {
    'num_classes': 21,
    'lr_steps': (80000, 100000, 120000),
    'max_iter': 120000,
    'feature_maps': [38, 19, 10, 5, 3, 1],
    'min_dim': 300,
    'steps': [8, 16, 32, 64, 100, 300],
    'min_sizes': [30, 60, 111, 162, 213, 264],
    'max_sizes': [60, 111, 162, 213, 264, 315],
    'aspect_ratios': [[2], [2, 3], [2, 3], [2, 3], [2], [2]],
    'variance': [0.1, 0.2],
    'clip': True,
    'name': 'VOC',
}
voc512 = {
    'num_classes': 21,
    'lr_steps': (80000, 100000, 120000),
    'max_iter': 120000,
    'feature_maps': [64, 32, 16, 8, 4, 2, 1],
    'min_dim': 512,
    'steps': [8, 16, 32, 64, 128, 256, 512],
    'min_sizes': [35.84, 76.8, 153.6, 230.4, 307.2, 384.0, 460.8],
    'max_sizes': [76.8, 153.6, 230.4, 307.2, 384.0, 460.8, 537.6],
    'aspect_ratios': [[2], [2, 3], [2, 3], [2, 3], [2, 3], [2], [2]],
    'variance': [0.1, 0.2],
    'clip': True,
    'name': 'VOC',
}

coco300 = {
    'num_classes': 66,
    'lr_steps': (280000, 360000, 400000),
    'max_iter': 400000,
    'feature_maps': [38, 19, 10, 5, 3, 1],
    'min_dim': 300,
    'steps': [8, 16, 32, 64, 100, 300],
    'min_sizes': [21, 45, 99, 153, 207, 261],
    'max_sizes': [45, 99, 153, 207, 261, 315],
    'aspect_ratios': [[2], [2, 3], [2, 3], [2, 3], [2], [2]],
    'variance': [0.1, 0.2],
    'clip': True,
    'name': 'COCO',
}

coco512 = {
    'num_classes': 66,
    'lr_steps': (280000, 360000, 400000),
    'max_iter': 400000,
    'feature_maps': [64, 32, 16, 8, 4, 2, 1],
    'min_dim': 512,
    'steps': [8, 16, 32, 64, 128, 256, 512],
    'min_sizes': [20.48, 51.2, 133.12, 215.04, 296.96, 378.88, 460.8],
    'max_sizes': [51.2, 133.12, 215.04, 296.96, 378.88, 460.8, 542.72],
    'aspect_ratios': [[2], [2, 3], [2, 3], [2, 3], [2, 3], [2], [2]],
    'variance': [0.1, 0.2],
    'clip': True,
    'name': 'COCO',
}

    # MIN_SIZES: [20.48, 51.2, 133.12, 215.04, 296.96, 378.88, 460.8]
    # MAX_SIZES: [51.2, 133.12, 215.04, 296.96, 378.88, 460.8, 542.72]