Skip to main content

Efficient image Import


I have several sets of 20 images I need to import.


enter image description here



Each time they have different categories.


"Name"<>"Cat"<>"No"


Electric B 1 for example.


I need to create lists that contain the images for those different categories.


As of now this is what i am doing :


importOne[set_, cat_, num_] := 
ImageResize[
Import[FileNameJoin[{NotebookDirectory[], set,
set <> cat <> ToString[num] <> ".png"}]], 128]




ElectricB = importOne["Electric", "B", #] & /@ Range[6];
ElectricC = importOne["Electric", "C", #] & /@ Range[5];
ElectricN = importOne["Electric", "N", #] & /@ Range[5];
ElectricE = importOne["Electric", "E", #] & /@ Range[4];

And then, thanks to previous question/answers :


enter image description here


What would be a more efficient mean to import automatically for different sets ?



As of now I need to repeat this operation for each set.



Answer



Make your filenames unambiguously parsable, e.g. by consistently using some delimeters like underscores or something. A typical file name can look like "Electric_B_3.png". EDIT If you have no control over the file names, use string patterns as described by other answers, but in the long-term you may benefit from creating your own robust naming scheme END EDIT


Then write a function that would parse a single file name, something like:


fileNameParse[fname_String, delim_String: "_"] :=
StringSplit[FileBaseName[fname], delim]

Then, Map it on FileNames["*.png", {your-dir}].


Finally, apply your importOne on the level one:


importOne@@@Map[fileNameParse, FileNames["*.png", {your-dir}]]


Since you have the result of Map available as well, you can regroup them any way you want. You can, for example, Map a function {#, importOne@@#}&, rather than just using importOne@@@.... Then, you could use GatherBy or any other means to regroup and collect your images according to the parts of their filenames.


EDIT


Here is a self-contained example ( I use text files, but this doesn't matter):


ClearAll[fileNameParse, fileNameMake, importOne, $dir];
fileNameParse[fname_String, delim_String: "_"] :=
StringSplit[FileBaseName[fname], delim];

fileNameMake[pieces_List, delim_String: "_", ext_String: ".txt"] :=
StringJoin[Append[Riffle[pieces, "_"], ".txt"]];


importOne[set_, cat_, num_, dir_: $dir] :=
Import[FileNameJoin[{dir, fileNameMake[{set, cat, num}]}]];

We now create a temporary directory:


$dir = FileNameJoin[{$TemporaryDirectory, "ImportTest"}];
If[! FileExistsQ[$dir], CreateDirectory[$dir]];

Create sample files:


MapIndexed[

Export[#, "Test" <> ToString[#2], "Text"] &,
Flatten[
Outer[
FileNameJoin[{$dir, fileNameMake[{##}]}] &,
{"Electric"}, {"A", "B", "C"}, {"1", "2", "3"}
]]];

import them:


imported = Map[{#, importOne @@ #} &,  fileNameParse /@ FileNames["*.txt", {$dir}]]


(*
==>

{{{"Electric", "A", "1"}, "Test{1}"}, {{"Electric", "A", "2"}, "Test{2}"},
{{"Electric", "A", "3"}, "Test{3}"}, {{"Electric", "B", "1"}, "Test{4}"},
{{"Electric", "B", "2"}, "Test{5}"}, {{"Electric", "B", "3"}, "Test{6}"},
{{"Electric", "C", "1"}, "Test{7}"}, {{"Electric", "C", "2"}, "Test{8}"},
{{"Electric", "C", "3"}, "Test{9}"}
}
*)


You can now, for example, group them according to whatever parts of their file names you wish:


GatherBy[imported , #[[1, 2]] &][[1]]

(*
==>

{{{"Electric", "A", "1"}, "Test{1}"}, {{"Electric", "A", "2"}, "Test{2}"},
{{"Electric", "A", "3"}, "Test{3}"}}


*)

Comments

Popular posts from this blog

plotting - How to draw lines between specified dots on ListPlot?

I would like to create a plot where I have unconnected dots and some connected. So far, I have figured out how to draw the dots. My code is the following: ListPlot[{{1, 1}, {2, 2}, {3, 3}, {4, 4}, {1, 4}, {2, 5}, {3, 6}, {4, 7}, {1, 7}, {2, 8}, {3, 9}, {4, 10}, {1, 10}, {2, 11}, {3, 12}, {4,13}, {2.5, 7}}, Ticks -> {{1, 2, 3, 4}, None}, AxesStyle -> Thin, TicksStyle -> Directive[Black, Bold, 12], Mesh -> Full] I have thought using ListLinePlot command, but I don't know how to specify to the command to draw only selected lines between the dots. Do have any suggestions/hints on how to do that? Thank you. Answer One possibility would be to use Epilog with Line : ListPlot[ {{1, 1}, {2, 2}, {3, 3}, {4, 4}, {1, 4}, {2, 5}, {3, 6}, {4, 7}, {1, 7}, {2, 8}, {3, 9}, {4, 10}, {1, 10}, {2, 11}, {3, 12}, {4, 13}, {2.5, 7}}, Ticks -> {{1, 2, 3, 4}, None}, AxesStyle -> Thin, TicksStyle -> Directive[Black, Bold, 12], Mesh -> Full, Epilog -> { Line[ ...

equation solving - Invert and fit implicitly defined curve

I need to fit an implicitly defined curve. I thought I could get some data out of Solve , and then using FindFit . Therefore, I would like to find the relation the parametric curve defined by $F(x,y)=0$: Solve[-(1/2) + 1/2 (0.41202 BesselK[0, 0.1 Sqrt[x^2 + y^2]] + (0.101483 x BesselK[1, 0.1 Sqrt[x^2 + y^2]])/Sqrt[x^2 + y^2]) == 0, y] But I can't get an output: Solve was unable to solve the system with inexact coefficients or the system obtained by direct rationalization of inexact numbers present in the system. Since many of the methods used by Solve require exact input, providing Solve with an exact version of the system may help. >> Edit: In particular, I would like to fit the data coming from the curve with the expression of another curve, and not with a function $f(x)$. In particular, since this clearly looks like a cardioid , I would like it to fit to something like it. What other strategies could I try?

dynamic - How can I make a clickable ArrayPlot that returns input?

I would like to create a dynamic ArrayPlot so that the rectangles, when clicked, provide the input. Can I use ArrayPlot for this? Or is there something else I should have to use? Answer ArrayPlot is much more than just a simple array like Grid : it represents a ranged 2D dataset, and its visualization can be finetuned by options like DataReversed and DataRange . These features make it quite complicated to reproduce the same layout and order with Grid . Here I offer AnnotatedArrayPlot which comes in handy when your dataset is more than just a flat 2D array. The dynamic interface allows highlighting individual cells and possibly interacting with them. AnnotatedArrayPlot works the same way as ArrayPlot and accepts the same options plus Enabled , HighlightCoordinates , HighlightStyle and HighlightElementFunction . data = {{Missing["HasSomeMoreData"], GrayLevel[ 1], {RGBColor[0, 1, 1], RGBColor[0, 0, 1], GrayLevel[1]}, RGBColor[0, 1, 0]}, {GrayLevel[0], GrayLevel...