diff --git a/scripts/get_coco_dataset.sh b/scripts/get_coco_dataset.sh
new file mode 100644
index 00000000..28463015
--- /dev/null
+++ b/scripts/get_coco_dataset.sh
@@ -0,0 +1,31 @@
+#!/bin/bash
+
+# Clone COCO API
+git clone https://github.com/pdollar/coco
+cd coco
+
+mkdir images
+cd images
+
+# Download Images
+wget -c https://pjreddie.com/media/files/train2014.zip
+wget -c https://pjreddie.com/media/files/val2014.zip
+
+# Unzip
+unzip -q train2014.zip
+unzip -q val2014.zip
+
+cd ..
+
+# Download COCO Metadata
+wget -c https://pjreddie.com/media/files/instances_train-val2014.zip
+wget -c https://pjreddie.com/media/files/coco/5k.part
+wget -c https://pjreddie.com/media/files/coco/trainvalno5k.part
+wget -c https://pjreddie.com/media/files/coco/labels.tgz
+tar xzf labels.tgz
+unzip -q instances_train-val2014.zip
+
+# Set Up Image Lists
+paste <(awk "{print \"$PWD\"}" <5k.part) 5k.part | tr -d '\t' > 5k.txt
+paste <(awk "{print \"$PWD\"}" <trainvalno5k.part) trainvalno5k.part | tr -d '\t' > trainvalno5k.txt
+
diff --git a/src/lsd.c b/src/lsd.c
index bb0b0445..312679ae 100644
--- a/src/lsd.c
+++ b/src/lsd.c
@@ -548,7 +548,7 @@ void train_dcgan(char *cfg, char *weight, char *acfg, char *aweight, int clear,
             printf("%f\n", genaloss);
 
             scal_ongpu(imlayer.outputs*imlayer.batch, 1, imerror, 1);
-            scal_ongpu(imlayer.outputs*imlayer.batch, .1, gnet.layers[gnet.n-1].delta_gpu, 1);
+            scal_ongpu(imlayer.outputs*imlayer.batch, .00, gnet.layers[gnet.n-1].delta_gpu, 1);
 
             printf("realness %f\n", cuda_mag_array(imerror, imlayer.outputs*imlayer.batch));
             printf("features %f\n", cuda_mag_array(gnet.layers[gnet.n-1].delta_gpu, imlayer.outputs*imlayer.batch));