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windows下caffe的matlab接口

代碼片段和文件信息
classdef?Blob???%?Wrapper?class?of?caffe::Blob?in?matlab
??
??properties?(Access?=?private)
????hBlob_self
??end
??
??methods
????function?self?=?Blob(hBlob_blob)
??????CHECK(is_valid_handle(hBlob_blob)?‘invalid?Blob?handle‘);
??????
??????%?setup?self?handle
??????self.hBlob_self?=?hBlob_blob;
????end
????function?shape?=?shape(self)
??????shape?=?caffe_(‘blob_get_shape‘?self.hBlob_self);
????end
????function?reshape(self?shape)
??????shape?=?self.check_and_preprocess_shape(shape);
??????caffe_(‘blob_reshape‘?self.hBlob_self?shape);
????end
????function?data?=?get_data(self)
??????data?=?caffe_(‘blob_get_data‘?self.hBlob_self);
????end
????function?set_data(self?data)
??????data?=?self.check_and_preprocess_data(data);
??????caffe_(‘blob_set_data‘?self.hBlob_self?data);
????end
????function?diff?=?get_diff(self)
??????diff?=?caffe_(‘blob_get_diff‘?self.hBlob_self);
????end
????function?set_diff(self?diff)
??????diff?=?self.check_and_preprocess_data(diff);
??????caffe_(‘blob_set_diff‘?self.hBlob_self?diff);
????end
??end
??
??methods?(Access?=?private)
????function?shape?=?check_and_preprocess_shape(~?shape)
??????CHECK(isempty(shape)?||?(isnumeric(shape)?&&?isrow(shape))?...
????????‘shape?must?be?a?integer?row?vector‘);
??????shape?=?double(shape);
????end
????function?data?=?check_and_preprocess_data(self?data)
??????CHECK(isnumeric(data)?‘data?or?diff?must?be?numeric?types‘);
??????self.check_data_size_matches(data);
??????if?~isa(data?‘single‘)
????????data?=?single(data);
??????end
????end
????function?check_data_size_matches(self?data)
??????%?check?whether?size?of?data?matches?shape?of?this?blob
??????%?note:?matlab?arrays?always?have?at?least?2?dimensions.?To?compare
??????%?shape?between?size?of?data?and?shape?of?this?blob?extend?shape?of
??????%?this?blob?to?have?at?least?2?dimensions
??????self_shape_extended?=?self.shape;
??????if?isempty(self_shape_extended)
????????%?target?blob?is?a?scalar?(0?dim)
????????self_shape_extended?=?[1?1];
??????elseif?isscalar(self_shape_extended)
????????%?target?blob?is?a?vector?(1?dim)
????????self_shape_extended?=?[self_shape_extended?1];
??????end
??????%?Also?matlab?cannot?have?tailing?dimension?1?for?ndim?>?2?so?you
??????%?cannot?create?20?x?10?x?1?x?1?array?in?matlab?as?it?becomes?20?x?10
??????%?Extend?matlab?arrays?to?have?tailing?dimension?1?during?shape?match
??????data_size_extended?=?...
????????[size(data)?ones(1?length(self_shape_extended)?-?ndims(data))];
??????is_matched?=?...
????????(length(self_shape_extended)?==?length(data_size_extended))?...
????????&&?all(self_shape_extended?==?data_size_extended);
??????CHECK(is_matched?...
????????sprintf(‘%s?input?data/diff?size:?[?%s]?vs?target?blob?shape:?[?%s]‘?...
????????‘input?data/diff?size?does?not?match?target?blob?shape‘?...
????????sprintf(‘%d?‘?data_size_extended)?sprintf(‘%d?‘?self_shape_extended)));
????end
??end
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????648??2016-02-04?00:38??matlab\+caffe\+test\test_io.m
?????文件???????3971??2016-02-04?00:38??matlab\+caffe\+test\test_net.m
?????文件???????1422??2016-02-04?00:38??matlab\+caffe\+test\test_solver.m
?????文件???????2930??2016-02-04?00:38??matlab\+caffe\Blob.m
?????文件???????1207??2016-02-04?00:38??matlab\+caffe\get_net.m
?????文件????????298??2016-02-04?00:38??matlab\+caffe\get_solver.m
?????文件?????606799??2016-02-04?00:38??matlab\+caffe\imagenet\ilsvrc_2012_mean.mat
?????文件????????191??2016-02-04?00:38??matlab\+caffe\init_glog.m
?????文件???????1742??2016-02-04?00:38??matlab\+caffe\io.m
?????文件????????841??2016-02-04?00:38??matlab\+caffe\la
?????文件???????6222??2016-02-04?00:38??matlab\+caffe\Net.m
?????文件??????23411??2016-02-04?00:38??matlab\+caffe\private\caffe_.cpp
?????文件????????856??2016-02-20?15:26??matlab\+caffe\private\caffe_.exp
?????文件???????1720??2016-02-20?15:26??matlab\+caffe\private\caffe_.lib
?????文件????4713984??2016-02-20?15:26??matlab\+caffe\private\caffe_.mexw64
?????文件???15993856??2016-02-20?15:26??matlab\+caffe\private\caffe_.pdb
?????文件?????????71??2016-02-04?00:38??matlab\+caffe\private\CHECK.m
?????文件????????118??2016-02-04?00:38??matlab\+caffe\private\CHECK_FILE_EXIST.m
?????文件????????935??2016-02-04?00:38??matlab\+caffe\private\is_valid_handle.m
?????文件?????????71??2016-02-04?00:38??matlab\+caffe\private\matcaffe.def
?????文件????????250??2016-02-04?00:38??matlab\+caffe\read_mean.m
?????文件????????172??2016-02-04?00:38??matlab\+caffe\reset_all.m
?????文件????????393??2016-02-04?00:38??matlab\+caffe\run_tests.m
?????文件????????250??2016-02-04?00:38??matlab\+caffe\set_device.m
?????文件?????????97??2016-02-04?00:38??matlab\+caffe\set_mode_cpu.m
?????文件?????????97??2016-02-04?00:38??matlab\+caffe\set_mode_gpu.m
?????文件???????1787??2016-02-04?00:38??matlab\+caffe\Solver.m
?????文件???????3049??2016-02-04?00:38??matlab\CMakeLists.txt
?????文件???????3544??2016-03-18?20:04??matlab\demo\classification_demo.m
?????文件???????3255??2016-02-04?00:38??matlab\demo\getCifar10Feature.m
............此處省略15個文件信息
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