X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?p=svrt.git;a=blobdiff_plain;f=vision_problem_9.cc;fp=vision_problem_9.cc;h=2be5c8df0f54db1e489ebb4bebbc52ba44bf64ae;hp=0000000000000000000000000000000000000000;hb=dfc7d0cd9b185a982b9f83d6d862824a62000aea;hpb=471b18a7f4e9cbdfb510f304260ec5e6baeee697 diff --git a/vision_problem_9.cc b/vision_problem_9.cc new file mode 100644 index 0000000..2be5c8d --- /dev/null +++ b/vision_problem_9.cc @@ -0,0 +1,74 @@ +/* + * svrt is the ``Synthetic Visual Reasoning Test'', an image + * generator for evaluating classification performance of machine + * learning systems, humans and primates. + * + * Copyright (c) 2009 Idiap Research Institute, http://www.idiap.ch/ + * Written by Francois Fleuret + * + * This file is part of svrt. + * + * svrt is free software: you can redistribute it and/or modify it + * under the terms of the GNU General Public License version 3 as + * published by the Free Software Foundation. + * + * svrt is distributed in the hope that it will be useful, but + * WITHOUT ANY WARRANTY; without even the implied warranty of + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + * General Public License for more details. + * + * You should have received a copy of the GNU General Public License + * along with selector. If not, see . + * + */ + +#include "vision_problem_9.h" +#include "shape.h" + +VisionProblem_9::VisionProblem_9() { } + +void VisionProblem_9::generate(int label, Vignette *vignette) { + int nb_shapes = 3; + int xs[nb_shapes], ys[nb_shapes]; + Shape big_shape, small_shape; + + int error; + + do { + scalar_t x1 = int(drand48() * Vignette::width); + scalar_t y1 = int(drand48() * Vignette::height); + scalar_t x2 = int(drand48() * Vignette::width); + scalar_t y2 = int(drand48() * Vignette::height); + scalar_t alpha = 0.25 + 0.5 * drand48(); + + big_shape.randomize(part_size, hole_size); + small_shape.copy(&big_shape); + small_shape.scale(0.5); + + if(label == 0) { + xs[0] = int(x1); ys[0] = int(y1); + xs[1] = int(x2); ys[1] = int(y2); + xs[2] = int(alpha * x1 + (1 - alpha) * x2); ys[2] = int(alpha * y1 + (1 - alpha) * y2); + } else { + xs[0] = int(x1); ys[0] = int(y1); + xs[1] = int(alpha * x1 + (1 - alpha) * x2); ys[1] = int(alpha * y1 + (1 - alpha) * y2); + xs[2] = int(x2); ys[2] = int(y2); + } + + vignette->clear(); + + error = 0; + for(int n = 0; n < nb_shapes; n++) { + if(n < 2) { + error |= small_shape.overwrites(vignette, xs[n], ys[n]); + small_shape.draw(vignette, xs[n], ys[n]); + } else { + error |= big_shape.overwrites(vignette, xs[n], ys[n]); + big_shape.draw(vignette, xs[n], ys[n]); + } + vignette->fill(xs[n], ys[n], 128); + } + + vignette->replace_value(128, 255); + } while(error); +}