FashionAI.KPS

My solution to FashionAI Key Points Detection of Apparel.

Data

download data and put in data

data
├── r1-test-a
│   ├── Images
│   └── test.csv
├── r1-test-b
│   ├── Images
│   └── test.csv
├── r2-test-a
│   ├── Images
│   └── test.csv
├── r2-test-b
│   ├── Images
│   └── test.csv
└── train
    ├── Annotations
    └── Images

Notice

There's a bug in mxnet/gluon/block.py in SymbolBlock. If you encounter save and load model issue, check a patch below.

class SymbolBlock(HybridBlock)
    def __init__(self, outputs, inputs, params=None):
        super(SymbolBlock, self).__init__(prefix=None, params=None)
        self._prefix = ''
        self._params = ParameterDict('', params)
        self._reg_params = self._params  # <--- add this line