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extract annotations of VOC dataset into ccv understandable format
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#!/usr/bin/env ruby | |
require "rexml/document" | |
prng = Random.new Random.new_seed | |
objfiles = Hash.new | |
objtrainfiles = Hash.new | |
objvalfiles = Hash.new | |
Dir.glob "Annotations/*.xml" do |filename| | |
file = File.new filename | |
xml = REXML::Document.new file.read | |
annotation = xml.root | |
imagefile = (annotation.get_text "filename").to_s | |
if prng.rand <= 0.8 | |
annotation.each_element "object" do |object| | |
next if (object.get_text "difficult").to_s == "1" or (object.get_text "truncated").to_s == "1" # ignore difficult or truncated | |
objname = (object.get_text "name").to_s | |
objtrainfiles[objname] = File.new objname + ".train.txt", "w+" unless objtrainfiles.has_key? objname | |
xmin, ymin, xmax, ymax = (object.get_text "bndbox/xmin").to_s.to_i, (object.get_text "bndbox/ymin").to_s.to_i, (object.get_text "bndbox/xmax").to_s.to_i, (object.get_text "bndbox/ymax").to_s.to_i | |
objtrainfiles[objname] << imagefile + " " + xmin.to_s + " " + ymin.to_s + " " + (xmax - xmin + 1).to_s + " " + (ymax - ymin + 1).to_s + "\n" | |
end | |
else | |
annotation.each_element "object" do |object| | |
next if (object.get_text "difficult").to_s == "1" or (object.get_text "truncated").to_s == "1" # ignore difficult or truncated | |
objname = (object.get_text "name").to_s | |
objvalfiles[objname] = File.new objname + ".val.txt", "w+" unless objvalfiles.has_key? objname | |
xmin, ymin, xmax, ymax = (object.get_text "bndbox/xmin").to_s.to_i, (object.get_text "bndbox/ymin").to_s.to_i, (object.get_text "bndbox/xmax").to_s.to_i, (object.get_text "bndbox/ymax").to_s.to_i | |
objvalfiles[objname] << imagefile + " " + xmin.to_s + " " + ymin.to_s + " " + (xmax - xmin + 1).to_s + " " + (ymax - ymin + 1).to_s + "\n" | |
end | |
end | |
annotation.each_element "object" do |object| | |
next if (object.get_text "difficult").to_s == "1" or (object.get_text "truncated").to_s == "1" # ignore difficult or truncated | |
objname = (object.get_text "name").to_s | |
objfiles[objname] = File.new objname + ".txt", "w+" unless objfiles.has_key? objname | |
xmin, ymin, xmax, ymax = (object.get_text "bndbox/xmin").to_s.to_i, (object.get_text "bndbox/ymin").to_s.to_i, (object.get_text "bndbox/xmax").to_s.to_i, (object.get_text "bndbox/ymax").to_s.to_i | |
objfiles[objname] << imagefile + " " + xmin.to_s + " " + ymin.to_s + " " + (xmax - xmin + 1).to_s + " " + (ymax - ymin + 1).to_s + "\n" | |
end | |
end | |
objfiles.each do |key, value| | |
value.close | |
end | |
objtrainfiles.each do |key, value| | |
value.close | |
end | |
objvalfiles.each do |key, value| | |
value.close | |
end |
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