From 2fc5f6d46b089368d967b3e1ad6b2473b6dc970e Mon Sep 17 00:00:00 2001
From: Alexey <AlexeyAB@users.noreply.github.com>
Date: Fri, 03 Feb 2017 20:40:10 +0000
Subject: [PATCH] Update Readme.md

---
 README.md |    6 +++---
 1 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index f21c046..d339c22 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 1. [How to use](#how-to-use)
 2. [How to compile](#how-to-compile)
 3. [How to train (Pascal VOC Data)](#how-to-train-pascal-voc-data)
-4. [How to train (to detect your custom objects)](t#how-to-train-to-detect-your-custom-objects)
+4. [How to train (to detect your custom objects)](#how-to-train-to-detect-your-custom-objects)
 5. [How to mark bounded boxes of objects and create annotation files](#how-to-mark-bounded-boxes-of-objects-and-create-annotation-files)
 
 |  ![Darknet Logo](http://pjreddie.com/media/files/darknet-black-small.png) | &nbsp; ![map_fps](https://cloud.githubusercontent.com/assets/4096485/21550284/88f81b8a-ce09-11e6-9516-8c3dd35dfaa7.jpg) https://arxiv.org/abs/1612.08242 |
@@ -173,7 +173,7 @@
 1. Create file `yolo-obj.cfg` with the same content as in `yolo-voc.cfg` (or copy `yolo-voc.cfg` to `yolo-obj.cfg)` and:
 
   * change line `classes=20` to your number of objects
-  * change line `filters=425` to `filters=(classes + 5)*5` (generally this depends on the `num` and `coords`, i.e. equal to `(classes + coords + 1)*num`)
+  * change line #224 from [`filters=125`](https://github.com/AlexeyAB/darknet/blob/master/cfg/yolo-voc.cfg#L224) to `filters=(classes + 5)*5` (generally this depends on the `num` and `coords`, i.e. equal to `(classes + coords + 1)*num`)
 
   For example, for 2 objects, your file `yolo-obj.cfg` should differ from `yolo-voc.cfg` in such lines:
 
@@ -199,7 +199,7 @@
 
 4. Put image-files (.jpg) of your objects in the directory `build\darknet\x64\data\obj\`
 
-5. Create `.txt`-file for each `.jpg`-image-file - with the same name, but with `.txt`-extension, and put to file: object number and object coordinates on this image, for each object in new line: `<object-class> <x> <y> <width> <height>`
+5. Create `.txt`-file for each `.jpg`-image-file - in the same directory and with the same name, but with `.txt`-extension, and put to file: object number and object coordinates on this image, for each object in new line: `<object-class> <x> <y> <width> <height>`
 
   Where: 
   * `<object-class>` - integer number of object from `0` to `(classes-1)`

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