tensorbay.opendataset.DAVIS2017.loader

tensorbay.opendataset.DAVIS2017.loader.DAVIS2017SemiSupervised(path)

Dataloader of DAVIS2017SemiSupervised open dataset.

The file structure should be like:

<path>
    Annotations/
        480p/
            aerobatics/
                00000.png
            bear/
            ...
        Full-Resolution/
            aerobatics/
                00000.png
            bear/
            ...
    Annotations_semantics/
        480p/
            aerobatics/
                00000.png
            bear/
            ...
        Full-Resolution/
            aerobatics/
                00000.png
            bear/
            ...
    JPEGImages/
        480p/
            aerobatics/
                00000.jpg
                00001.jpg
                ...
            bear/
            ...
        Full-Resolution/
            aerobatics/
                00000.jpg
                00001.jpg
                ...
            bear/
            ...
    ImageSets/
        2017/
            test-challenge.txt
            test-dev.txt
            train.txt
            val.txt

Parameters

path (str) – The root directory of the dataset.

Returns

class: ~tensorbay.dataset.dataset.Dataset instance.

Return type

Loaded

tensorbay.opendataset.DAVIS2017.loader.DAVIS2017Unsupervised(path)

Dataloader of DAVIS2017Unsupervised open dataset.

The file structure should be like:

<path>
    Annotations_unsuperviseds/
        480p/
            bear/
                00000.png
                00001.png
                ...
            ...
        Full-Resolution/
            bear/
                00000.png
                00001.png
                ...
            ...
    JPEGImages/
        480p/
            aerobatics/
                00000.jpg
                00001.jpg
                ...
            bear/
                00000.jpg
                00001.jpg
                ...
            ...
        Full-Resolution/
            aerobatics/
                00000.jpg
                00001.jpg
                ...
            bear/
                00000.jpg
                00001.jpg
                ...
            ...
    ImageSets/
        2017/
            train.txt
            val.txt
        2019/
            test-challenge.txt
            test-dev.txt

Parameters

path (str) – The root directory of the dataset.

Returns

class: ~tensorbay.dataset.dataset.Dataset instance.

Return type

Loaded