From 8a504c737d2bc3b9b37cb79cb50fbf7eecda07df Mon Sep 17 00:00:00 2001
From: Tino Hager <tino.hager@nager.at>
Date: Wed, 27 Jun 2018 21:56:47 +0000
Subject: [PATCH] repair tabs spaces
---
src/yolo_layer.c | 20 ++++++++++++++------
1 files changed, 14 insertions(+), 6 deletions(-)
diff --git a/src/yolo_layer.c b/src/yolo_layer.c
index a03c18b..f79bc41 100644
--- a/src/yolo_layer.c
+++ b/src/yolo_layer.c
@@ -200,6 +200,12 @@
int best_t = 0;
for(t = 0; t < l.max_boxes; ++t){
box truth = float_to_box_stride(state.truth + t*(4 + 1) + b*l.truths, 1);
+ int class_id = state.truth[t*(4 + 1) + b*l.truths + 4];
+ if (class_id >= l.classes) {
+ printf(" Warning: in txt-labels class_id=%d >= classes=%d in cfg-file. In txt-labels class_id should be [from 0 to %d] \n", class_id, l.classes, l.classes - 1);
+ getchar();
+ continue; // if label contains class_id more than number of classes in the cfg-file
+ }
if(!truth.x) break;
float iou = box_iou(pred, truth);
if (iou > best_iou) {
@@ -216,10 +222,10 @@
if (best_iou > l.truth_thresh) {
l.delta[obj_index] = 1 - l.output[obj_index];
- int class = state.truth[best_t*(4 + 1) + b*l.truths + 4];
- if (l.map) class = l.map[class];
+ int class_id = state.truth[best_t*(4 + 1) + b*l.truths + 4];
+ if (l.map) class_id = l.map[class_id];
int class_index = entry_index(l, b, n*l.w*l.h + j*l.w + i, 4 + 1);
- delta_yolo_class(l.output, l.delta, class_index, class, l.classes, l.w*l.h, 0, l.focal_loss);
+ delta_yolo_class(l.output, l.delta, class_index, class_id, l.classes, l.w*l.h, 0, l.focal_loss);
box truth = float_to_box_stride(state.truth + best_t*(4 + 1) + b*l.truths, 1);
delta_yolo_box(truth, l.output, l.biases, l.mask[n], box_index, i, j, l.w, l.h, state.net.w, state.net.h, l.delta, (2-truth.w*truth.h), l.w*l.h);
}
@@ -228,6 +234,8 @@
}
for(t = 0; t < l.max_boxes; ++t){
box truth = float_to_box_stride(state.truth + t*(4 + 1) + b*l.truths, 1);
+ int class_id = state.truth[t*(4 + 1) + b*l.truths + 4];
+ if (class_id >= l.classes) continue; // if label contains class_id more than number of classes in the cfg-file
if(!truth.x) break;
float best_iou = 0;
@@ -256,10 +264,10 @@
avg_obj += l.output[obj_index];
l.delta[obj_index] = 1 - l.output[obj_index];
- int class = state.truth[t*(4 + 1) + b*l.truths + 4];
- if (l.map) class = l.map[class];
+ int class_id = state.truth[t*(4 + 1) + b*l.truths + 4];
+ if (l.map) class_id = l.map[class_id];
int class_index = entry_index(l, b, mask_n*l.w*l.h + j*l.w + i, 4 + 1);
- delta_yolo_class(l.output, l.delta, class_index, class, l.classes, l.w*l.h, &avg_cat, l.focal_loss);
+ delta_yolo_class(l.output, l.delta, class_index, class_id, l.classes, l.w*l.h, &avg_cat, l.focal_loss);
++count;
++class_count;
--
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