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add type aware method and use it

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pangkaicheng
2024-03-12 12:11:26 +08:00
parent 077066607d
commit b2be4484a5
3 changed files with 1134 additions and 358 deletions
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849
app/service/outfit_matcher/test_param/recommendation_test_pkc.json Normal file
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{
"topk": 5,
"max_outfits": 100,
"query": [
{
"item_name": "MSE_58107",
"semantic_category": "TOP/SHIRT",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MSE_58107.jpg"
},
{
"item_name": "MKTS27047",
"semantic_category": "ONE PIECE/DRESS",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27047.jpg"
},
{
"item_name": "MKTS27028",
"semantic_category": "OUTERWEAR/JACKET",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27028.jpg"
},
{
"item_name": "MSE_58057",
"semantic_category": "OUTERWEAR/BLAZER",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MSE_58057.jpg"
},
{
"item_name": "MSE_58495",
"semantic_category": "TOP/SHIRT",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MSE_58495.jpg"
}
],
"database":
[
{
"item_name": "MKTS27017",
"semantic_category": "OUTERWEAR/WINDBREAKER",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27017.jpg"
},
{
"item_name": "MKTS27047",
"semantic_category": "ONE PIECE/DRESS",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27047.jpg"
},
{
"item_name": "MKTS27000",
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27000.jpg"
},
{
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27001.jpg"
},
{
"item_name": "MZOS27178",
"semantic_category": "KNIT/CARDIGAN",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MZOS27178.jpg"
},
{
"item_name": "MZOS27179",
"semantic_category": "KNIT/KNIT TOP",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MZOS27179.jpg"
},
{
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},
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},
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},
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},
{
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},
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},
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},
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},
{
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},
{
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},
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},
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},
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
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},
{
"item_name": "MKTS27031",
"semantic_category": "BOTTOM/SKIRT",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27031.jpg"
},
{
"item_name": "MKTS27034",
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
"item_name": "MKTS27062",
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},
{
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},
{
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},
{
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},
{
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},
{
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27003.jpg"
},
{
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},
{
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27011.jpg"
},
{
"item_name": "MKTS27018",
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},
{
"item_name": "MKTS27019",
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MKTS27019.jpg"
},
{
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},
{
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},
{
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},
{
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},
{
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},
{
"item_name": "MLSS27107",
"semantic_category": "JEANS/JEANS",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MLSS27107.jpg"
},
{
"item_name": "MLSS27109",
"semantic_category": "JEANS/JEANS JACKET",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MLSS27109.jpg"
},
{
"item_name": "MLSS27110",
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MLSS27110.jpg"
},
{
"item_name": "MLSS27111",
"semantic_category": "JEANS/JEANS PANTS",
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},
{
"item_name": "MLSS27112",
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},
{
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},
{
"item_name": "MLSS27119",
"semantic_category": "JEANS/JEANS SKIRT",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MLSS27119.jpg"
},
{
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},
{
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},
{
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},
{
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"semantic_category": "JEANS/JEANS SHORTS",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MLSS27129.jpg"
},
{
"item_name": "MLSS27132",
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},
{
"item_name": "MLSS27133",
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MLSS27133.jpg"
},
{
"item_name": "MLSS27136",
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},
{
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},
{
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{
"item_name": "MLSS27141",
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},
{
"item_name": "MLSS27142",
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},
{
"item_name": "MLSS27145",
"semantic_category": "OUTERWEAR/WINDBREAKER",
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},
{
"item_name": "MLSS27146",
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},
{
"item_name": "MLSS27147",
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},
{
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{
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},
{
"item_name": "MLSS27150",
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},
{
"item_name": "MLSS27152",
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},
{
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},
{
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MLSS27156.jpg"
},
{
"item_name": "MLSS27157",
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
"item_name": "MPO_SP7685",
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7685.jpg"
},
{
"item_name": "MPO_SP7686",
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7686.jpg"
},
{
"item_name": "MPO_SP7687",
"semantic_category": "TOP/SHIRT",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7687.jpg"
},
{
"item_name": "MPO_SP7692",
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7692.jpg"
},
{
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7693.jpg"
},
{
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7694.jpg"
},
{
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7696.jpg"
},
{
"item_name": "MPO_SP7697",
"semantic_category": "JEANS/JEANS",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7697.jpg"
},
{
"item_name": "MPO_SP7704",
"semantic_category": "OUTERWEAR/BLAZER",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7704.jpg"
},
{
"item_name": "MPO_SP7705",
"semantic_category": "OUTERWEAR/JACKET",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7705.jpg"
},
{
"item_name": "MPO_SP7706",
"semantic_category": "JEANS/JEANS JACKET",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7706.jpg"
},
{
"item_name": "MPO_SP7711",
"semantic_category": "TOP/VEST",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7711.jpg"
},
{
"item_name": "MPO_SP7712",
"semantic_category": "TOP/TANK",
"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7712.jpg"
},
{
"item_name": "MPO_SP7717",
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7717.jpg"
},
{
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"image_path": "D:\\PhD_Study\\MIXI\\mitu\\image\\2024 SS\\MPO_SP7722.jpg"
},
{
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