From c01b8e6b7cfd13cb73e8b4d60263a23f4f892e4e Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Fri, 5 Oct 2018 16:38:59 +0200
Subject: [PATCH] updates

---
 train.py     |  2 +-
 utils/gcp.sh | 10 +++++++++-
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/train.py b/train.py
index f0320401..82a5188e 100644
--- a/train.py
+++ b/train.py
@@ -179,7 +179,7 @@ def main(opt):
         if best_loss == loss_per_target:
             os.system('cp checkpoints/latest.pt checkpoints/best.pt')
 
-        # Save backup checkpoint
+        # Save backup checkpoints every 5 epochs
         if (epoch > 0) & (epoch % 5 == 0):
             os.system('cp checkpoints/latest.pt checkpoints/backup' + str(epoch) + '.pt')
 
diff --git a/utils/gcp.sh b/utils/gcp.sh
index a52aff2f..42d5ee7c 100644
--- a/utils/gcp.sh
+++ b/utils/gcp.sh
@@ -13,7 +13,6 @@ python3 detect.py
 # Test
 python3 test.py -img_size 416 -weights_path checkpoints/latest.pt -conf_thresh 0.5
 
-
 # Download and Test
 sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3
 cd yolov3
@@ -21,3 +20,12 @@ cd checkpoints
 wget https://pjreddie.com/media/files/yolov3.weights
 cd ..
 python3 test.py -img_size 416 -weights_path checkpoints/backup5.pt -nms_thres 0.45
+
+# Download and Resume
+sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3
+cd yolov3
+cd checkpoints
+wget https://storage.googleapis.com/ultralytics/yolov3.pt
+cp yolov3.pt latest.pt
+cd ..
+python3 train.py -img_size 416 -epochs 1 -resume 1