From 68ff1ad36858fd32f358e00e889261794ac4ed9c Mon Sep 17 00:00:00 2001 From: Alexey Date: Thu, 8 Feb 2018 01:13:08 +0300 Subject: [PATCH] Update Readme.md - parameter for small objects --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 20efec66..ebe9a1a9 100644 --- a/README.md +++ b/README.md @@ -341,6 +341,8 @@ Example of custom object detection: `darknet.exe detector test data/obj.data yol * desirable that your training dataset include images with objects at diffrent: scales, rotations, lightings, from different sides + * for training on small objects, add the parameter `small_object=1` in the last layer [region] in your cfg-file + 2. After training - for detection: * Increase network-resolution by set in your `.cfg`-file (`height=608` and `width=608`) or (`height=832` and `width=832`) or (any value multiple of 32) - this increases the precision and makes it possible to detect small objects: [link](https://github.com/AlexeyAB/darknet/blob/master/cfg/yolo-voc.2.0.cfg#L4)