From 9361292c429c0ba3400c31c7fa5d5e3d3cb6ab47 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Tue, 19 Jul 2016 21:50:01 +0000
Subject: [PATCH] updates

---
 src/parser.c |   33 +++++++++++++++++++++++++++++++--
 1 files changed, 31 insertions(+), 2 deletions(-)

diff --git a/src/parser.c b/src/parser.c
index d12b5c1..b5c399f 100644
--- a/src/parser.c
+++ b/src/parser.c
@@ -19,6 +19,7 @@
 #include "softmax_layer.h"
 #include "dropout_layer.h"
 #include "detection_layer.h"
+#include "region_layer.h"
 #include "avgpool_layer.h"
 #include "local_layer.h"
 #include "route_layer.h"
@@ -51,6 +52,7 @@
 int is_shortcut(section *s);
 int is_cost(section *s);
 int is_detection(section *s);
+int is_region(section *s);
 int is_route(section *s);
 list *read_cfg(char *filename);
 
@@ -245,6 +247,25 @@
     return layer;
 }
 
+layer parse_region(list *options, size_params params)
+{
+    int coords = option_find_int(options, "coords", 4);
+    int classes = option_find_int(options, "classes", 20);
+    int num = option_find_int(options, "num", 1);
+    layer l = make_region_layer(params.batch, params.w, params.h, num, classes, coords);
+    assert(l.outputs == params.inputs);
+
+    l.softmax = option_find_int(options, "softmax", 0);
+    l.max_boxes = option_find_int_quiet(options, "max",30);
+    l.jitter = option_find_float(options, "jitter", .2);
+    l.rescore = option_find_int_quiet(options, "rescore",0);
+
+    l.coord_scale = option_find_float(options, "coord_scale", 1);
+    l.object_scale = option_find_float(options, "object_scale", 1);
+    l.noobject_scale = option_find_float(options, "noobject_scale", 1);
+    l.class_scale = option_find_float(options, "class_scale", 1);
+    return l;
+}
 detection_layer parse_detection(list *options, size_params params)
 {
     int coords = option_find_int(options, "coords", 1);
@@ -264,6 +285,7 @@
     layer.noobject_scale = option_find_float(options, "noobject_scale", 1);
     layer.class_scale = option_find_float(options, "class_scale", 1);
     layer.jitter = option_find_float(options, "jitter", .2);
+    layer.random = option_find_int_quiet(options, "random", 0);
     return layer;
 }
 
@@ -467,6 +489,7 @@
 
     char *policy_s = option_find_str(options, "policy", "constant");
     net->policy = get_policy(policy_s);
+    net->burn_in = option_find_int_quiet(options, "burn_in", 0);
     if(net->policy == STEP){
         net->step = option_find_int(options, "step", 1);
         net->scale = option_find_float(options, "scale", 1);
@@ -555,6 +578,8 @@
             l = parse_crop(options, params);
         }else if(is_cost(s)){
             l = parse_cost(options, params);
+        }else if(is_region(s)){
+            l = parse_region(options, params);
         }else if(is_detection(s)){
             l = parse_detection(options, params);
         }else if(is_softmax(s)){
@@ -618,6 +643,7 @@
     if (strcmp(type, "[crop]")==0) return CROP;
     if (strcmp(type, "[cost]")==0) return COST;
     if (strcmp(type, "[detection]")==0) return DETECTION;
+    if (strcmp(type, "[region]")==0) return REGION;
     if (strcmp(type, "[local]")==0) return LOCAL;
     if (strcmp(type, "[deconv]")==0
             || strcmp(type, "[deconvolutional]")==0) return DECONVOLUTIONAL;
@@ -657,6 +683,10 @@
 {
     return (strcmp(s->type, "[cost]")==0);
 }
+int is_region(section *s)
+{
+    return (strcmp(s->type, "[region]")==0);
+}
 int is_detection(section *s)
 {
     return (strcmp(s->type, "[detection]")==0);
@@ -1021,7 +1051,6 @@
             }
         }
     }
-    binarize_filters2(l.filters, l.n, l.c*l.size*l.size, l.cfilters, l.scales);
 #ifdef GPU
     if(gpu_index >= 0){
         push_convolutional_layer(l);
@@ -1046,7 +1075,7 @@
     if (l.flipped) {
         transpose_matrix(l.filters, l.c*l.size*l.size, l.n);
     }
-    if (l.binary) binarize_filters(l.filters, l.n, l.c*l.size*l.size, l.filters);
+    //if (l.binary) binarize_filters(l.filters, l.n, l.c*l.size*l.size, l.filters);
 #ifdef GPU
     if(gpu_index >= 0){
         push_convolutional_layer(l);

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