]> git.sesse.net Git - nageru/blobdiff - futatabi/eval.cpp
Move everything into a separate futatabi/ subdir, for the upcoming merge with Nageru.
[nageru] / futatabi / eval.cpp
diff --git a/futatabi/eval.cpp b/futatabi/eval.cpp
new file mode 100644 (file)
index 0000000..85783bb
--- /dev/null
@@ -0,0 +1,41 @@
+// Evaluate a .flo file against ground truth,
+// outputting the average end-point error.
+
+#include "util.h"
+
+#include <assert.h>
+#include <memory>
+#include <stdio.h>
+
+using namespace std;
+
+double eval_flow(const char *filename1, const char *filename2);
+
+int main(int argc, char **argv)
+{
+       double sum_epe = 0.0;
+       int num_flows = 0;
+       for (int i = 1; i < argc; i += 2) {
+               sum_epe += eval_flow(argv[i], argv[i + 1]);
+               ++num_flows;
+       }
+       printf("Average EPE: %.2f pixels\n", sum_epe / num_flows);
+}
+
+double eval_flow(const char *filename1, const char *filename2)
+{
+       Flow flow = read_flow(filename1);
+       Flow gt = read_flow(filename2);
+
+       double sum = 0.0;
+       for (unsigned y = 0; y < unsigned(flow.height); ++y) {
+               for (unsigned x = 0; x < unsigned(flow.width); ++x) {
+                       float du = flow.flow[y * flow.width + x].du;
+                       float dv = flow.flow[y * flow.width + x].dv;
+                       float gt_du = gt.flow[y * flow.width + x].du;
+                       float gt_dv = gt.flow[y * flow.width + x].dv;
+                       sum += hypot(du - gt_du, dv - gt_dv);
+               }
+       }
+       return sum / (flow.width * flow.height);
+}