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Руководство по обучению сверточной нейронной сети для поиска ключевых точек объекта
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4. HDF5
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layer { name: "data" type: "HDF5Data" top: "data" top: "label"
hdf5_data_param { source:
"/home/user/caffe/examples/regression/regression_train.txt"
batch_size: 256 }}
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5.
, . EuclideanLoss.
layer { name: "ipout" type: "InnerProduct" bottom: "ip01" top:
"ipout" inner_product_param { num_output: 8 weight_filler { type:
"msra" } bias_filler { type: "constant" } }}layer { name: "loss"
type: "EuclideanLoss" bottom: "ipout" bottom: "label" top:
"loss"}
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:Using convolutional neural nets to detect facial keypoints
tutorial
affe-regression examples ,Kaggle face keypoint detection at
GitHub
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