Python get_ade20k Exemples

Exemple #1

Fichier : ade20k_semantic_segmentation_dataset.py Projet : ericyao2013/CV-Chainer_ChainerCV

    def __init__(self, data_dir='auto', split='train'):
        super(ADE20KSemanticSegmentationDataset, self).__init__()

        if data_dir is 'auto':
            data_dir = get_ade20k(root, url)

        if split == 'train' or split == 'val':
            img_dir = os.path.join(
                data_dir, 'ADEChallengeData2016', 'images',
                'training' if split == 'train' else 'validation')
            label_dir = os.path.join(
                data_dir, 'ADEChallengeData2016', 'annotations',
                'training' if split == 'train' else 'validation')
        else:
            raise ValueError(
                'Please give \'split\' argument with either \'train\' or '
                '\'val\'.')

        self.img_paths = sorted(glob.glob(os.path.join(img_dir, '*.jpg')))
        self.label_paths = sorted(glob.glob(os.path.join(label_dir, '*.png')))

        self.add_getter('img', lambda i: read_image(self.img_paths[i]))
        self.add_getter(
            'iabel', lambda i: read_image(
                self.label_paths[i], dtype=np.int32, color=False)[0])

Exemple #2

Fichier : ade20k_test_image_dataset.py Projet : zutshianand/chainercv

    def __init__(self, data_dir='auto'):
        super(ADE20KTestImageDataset, self).__init__()

        if data_dir is 'auto':
            data_dir = get_ade20k(root, url)
        img_dir = os.path.join(data_dir, 'release_test', 'testing')
        self.img_paths = sorted(glob.glob(os.path.join(img_dir, '*.jpg')))

        self.add_getter('img', self._get_image)
        self.keys = 'img'  # do not return tuple

Exemple #3

Fichier : ade20k_semantic_segmentation_dataset.py Projet : gwtnb/chainercv

    def __init__(self, data_dir='auto', split='train'):
        if data_dir is 'auto':
            data_dir = get_ade20k(root, url)

        if split == 'train' or split == 'val':
            img_dir = os.path.join(
                data_dir, 'ADEChallengeData2016', 'images',
                'training' if split == 'train' else 'validation')
            label_dir = os.path.join(
                data_dir, 'ADEChallengeData2016', 'annotations',
                'training' if split == 'train' else 'validation')
        else:
            raise ValueError(
                'Please give \'split\' argument with either \'train\' or '
                '\'val\'.')

        self.img_paths = sorted(glob.glob(os.path.join(img_dir, '*.jpg')))
        self.label_paths = sorted(glob.glob(os.path.join(label_dir, '*.png')))

Exemple #4

    def __init__(self, data_dir='auto', split='train'):
        if data_dir is 'auto':
            data_dir = get_ade20k(root, url)

        if split == 'train' or split == 'val':
            img_dir = os.path.join(
                data_dir, 'ADEChallengeData2016', 'images',
                'training' if split == 'train' else 'validation')
            label_dir = os.path.join(
                data_dir, 'ADEChallengeData2016', 'annotations',
                'training' if split == 'train' else 'validation')
        else:
            raise ValueError(
                'Please give \'split\' argument with either \'train\' or '
                '\'val\'.')

        self.img_paths = sorted(glob.glob(os.path.join(img_dir, '*.jpg')))
        self.label_paths = sorted(glob.glob(os.path.join(label_dir, '*.png')))

Exemple #5

 def __init__(self, data_dir='auto'):
     if data_dir is 'auto':
         data_dir = get_ade20k(root, url)
     img_dir = os.path.join(data_dir, 'release_test', 'testing')
     self.img_paths = sorted(glob.glob(os.path.join(img_dir, '*.jpg')))

Exemple #6

Fichier : ade20k_test_image_dataset.py Projet : gwtnb/chainercv

 def __init__(self, data_dir='auto'):
     if data_dir is 'auto':
         data_dir = get_ade20k(root, url)
     img_dir = os.path.join(data_dir, 'release_test', 'testing')
     self.img_paths = sorted(glob.glob(os.path.join(img_dir, '*.jpg')))