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library(devtools)
install_github("NCSABrownDog/bd.r")
library(BrownDog)
A set of example files for test can be found here :
http://browndog.ncsa.illinois.edu/examples/caltech101/
Index method creates .index.tsv file with file name and correspondingg tags and content descriptors obtained from Brown Dog service. An example .index.tsv file content is shown below:
airplane.jpg [[0.0721,0.0508,0.777,0.1001,0,0,0,0],[0.1502,0.2493,0.5582,0.0424,0,0,0,0],[0.137,0.0398,0.7637,0.0594,0,0,0,0]]
brontosaurus.jpg
cougar.jpg [[0.2571,0.5403,0.1928,0.0098,0,0,0,0],[0.4692,0.5001,0.0308,0,0,0,0,0],[0.3381,0.59,0.0713,0.0007,0,0,0,0]]
dollar_bill.jpg [“Human Face Automatically Detected”] [“Person Automatically Detected”] [[0.2035,0.2141,0.5724,0.0101,0,0,0,0],[0.2509,0.2266,0.5225,0,0,0,0,0],[0.1939,0.2189,0.5707,0.0165,0,0,0,0]]
person.jpg [“Mid Close Up Automatically Detected”] [“Human Face Automatically Detected”] [“Person Automatically Detected”] [“Human Eyes Automatically Detected”] [“Human Profile Automatically Detected”] [[0.1969,0.393,0.4079,0.0022,0,0,0,0],[0.1983,0.6102,0.1912,0.0004,0,0,0,0],[0.177,0.5175,0.3048,0.0007,0,0,0,0]]
Find method allows to find similar images in a folder for a given query image using the .index.tsv file. An example output looks like:
[1] “Distance of each file to the query file”
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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