diff --git a/README.md b/README.md
index 68541b657132a4d3d20d23cb3cdd4b2d2b2ddc87..0ea952fd8a2b086d33ef59bc54bb9e19c3b665a2 100644
--- a/README.md
+++ b/README.md
@@ -30,7 +30,7 @@
 ###  06/28/2019 (Fri)
 ##### Connection and fabrication approach confirmed !
 - Confirm that copper tape has better conductivity than aluminum sheet when attaching microcontroller pins through `H-shape` cut
-  - Copper tape is harder to be scratched, which provides less risk of disconnection during assessmbly.
+  - Copper tape is harder to be scratched, which provides less risk of disconnection during assembly.
 - Etching on copper type isolates connections
   
 - Research on PCB editor
@@ -58,7 +58,7 @@
  
 ##### Approach `A`
 -  Use regular shape board for PCB in EAGLE/KiCAD
-   - image processing: divide alternative shape of `paperbot` to multiple rectangles (openCV)
+   - image processing: divide the shape of `paperbot` to multiple rectangles (ezdxf)
    
    - Pull required connections and place additional header pins around edges of each rectangle
 
@@ -100,9 +100,10 @@
     -  Edit > Clone > Unlink Clone (Shift+Alt+D), and you have a group, ungroup (Object > Ungroup, or Shift+Ctrl+G) and edit
   - Convert `text` to `path`
     - Path combine (Ctrl+K)
+  - msp.delete_enetity('__') to remove existing entity
 
 - Test fabrication with different drawing settings
-  - Layers can be cut separately but toggling visibility
+  - Layers can be cut separately by toggling visibility
   - Set cuts with same `intensity` and `feedrate` on same layer
   - Entities' layer can be changed through `Entity.dxf.layer`
 
@@ -112,4 +113,21 @@
   - Able to detect pin center coordinate
   - Able to draw arbitrary shape around the pin center
   - ![isolation_circuit.png](journal_media/isolation_circuit.gif)
+  
+- - Issue & TODO
+  - Convert dxf image to matrix
+  - Explore `pathfinding` package
+
+  - `pathfinding` package solve path finding problem by shortest path algorithm, one point to another
+  - To solve multiple nodes problem, use concept from reinforcement learning
+    - Build Q function that represents total reward of choosing certain path to be solved first
+    - Update Q function in a loop with certain amount of episodes   
+    - Choose the order of solving paths randomly, and add possibility of choosing it from Q function
+    - Exploration-exploitation method
+- To solve the problem "convert dxf to matrix" for pathfinding:
+  - Have tried:
+    - Export to `png` and read file by `OpenCV`
+      - Resolution problem: single point does not represented as a pixel in `png`
+    - TODO:
+      - create an empty matrix and fill in numbers with the information of each lines' start and end point
   
\ No newline at end of file
diff --git a/analyze_dxf.py b/analyze_dxf.py
index 5340a593cd78f197f48f8fc8537d3b52d9e42067..df9d2959ca68420e93ae5ef78696c0b56621f0f8 100644
--- a/analyze_dxf.py
+++ b/analyze_dxf.py
@@ -4,11 +4,15 @@ import numpy as np
 import ezdxf 
 import random
 from math import sqrt
+import cv2
+import os
 
 class dxf_editor:
     def __init__(self,path,dxf_file):
         self.dwg=ezdxf.readfile(path+dxf_file)
         self.msp=self.dwg.modelspace()
+        self.dxf_name='silhouette_ele.dxf'
+        self.img_name='silouette_ele.png'
         
         
         self.create_layer('Cut',5)
@@ -24,9 +28,13 @@ class dxf_editor:
         isolength=2.6 #mm
         self.draw_on_pin(isolength)
 
+        self.dwg.saveas(self.dxf_name)
+        # os.system("inkscape -f silhouette_ele.dxf -e silouette_ele.png")
+        
 
+        # self.img=cv2.imread(path+self.img_name)
+        # print(self.img)
 
-        self.dwg.saveas('silhouette_ele.dxf')
     def create_layer(self,layer_name,color):
         if not layer_name in self.dwg.layers:
             self.dwg.layers.new(name=layer_name,dxfattribs={'color':color})
@@ -72,15 +80,20 @@ class dxf_editor:
     def draw_on_pin(self,fulllength): #isolation
         iso=self.dwg.blocks.new(name='ISO_BLK')
         isolength=fulllength/2
+        trace_w=0.8
         iso.add_line((-isolength,isolength),(isolength,isolength),dxfattribs={'linetype':'DASHDOT'})
         iso.add_line((-isolength,-isolength),(isolength,-isolength),dxfattribs={'linetype':'DASHDOT'})
         iso.add_line((-isolength,-isolength),(-isolength,isolength),dxfattribs={'linetype':'DASHDOT'})
         iso.add_line((isolength,-isolength),(isolength,isolength),dxfattribs={'linetype':'DASHDOT'})
-                    
+
+        iso.add_line((-isolength,-trace_w/2),(-(isolength+5),-trace_w/2),dxfattribs={'linetype':'DASHDOT'})
+        iso.add_line((-isolength,trace_w/2),(-(isolength+5),trace_w/2),dxfattribs={'linetype':'DASHDOT'})            
         for center_point in self.center_arr:    
             self.msp.add_blockref('ISO_BLK',center_point,dxfattribs={'layer':'Circuit'})
 
-
+    # def img_color_convert(self):
+    #     for i in range(self.img.shape[0]):
+    #         for j in 
 
 
 
diff --git a/journal_media/isolation_circuit.gif b/journal_media/isolation_circuit.gif
index 55088fdd490f13955900d5a22ff278da8d58d8a5..d72ad9219ca053eafcf98f13b947391f47ea9041 100644
Binary files a/journal_media/isolation_circuit.gif and b/journal_media/isolation_circuit.gif differ
diff --git a/silhouette_ele.dxf b/silhouette_ele.dxf
index 11c18bec5f3754d43e2198591d42e7862afadc20..bcf3641b28a9883a2d87e778791e86fd68d33d45 100644
--- a/silhouette_ele.dxf
+++ b/silhouette_ele.dxf
@@ -53,11 +53,11 @@ $HANDLING
   9
 $TDUPDATE
  40
-2458667.56765
+2458667.67488
   9
 $HANDSEED
   5
-30F
+311
   9
 $DWGCODEPAGE
   3
@@ -1089,6 +1089,42 @@ DASHDOT
  67
 0
   0
+LINE
+  5
+2D1
+  8
+0
+ 10
+-1.3
+ 20
+-0.4
+ 11
+-6.3
+ 21
+-0.4
+  6
+DASHDOT
+ 67
+0
+  0
+LINE
+  5
+2D2
+  8
+0
+ 10
+-1.3
+ 20
+0.4
+ 11
+-6.3
+ 21
+0.4
+  6
+DASHDOT
+ 67
+0
+  0
 ENDBLK
   5
 2CC
@@ -14527,7 +14563,7 @@ Pin_temp
   0
 INSERT
   5
-2D1
+2D3
   8
 Circuit
   2
@@ -14549,7 +14585,7 @@ ISO_BLK
   0
 INSERT
   5
-2D2
+2D4
   8
 Circuit
   2
@@ -14571,7 +14607,7 @@ ISO_BLK
   0
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   5
-2D3
+2D5
   8
 Circuit
   2
@@ -14593,7 +14629,7 @@ ISO_BLK
   0
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   5
-2D4
+2D6
   8
 Circuit
   2
@@ -14615,7 +14651,7 @@ ISO_BLK
   0
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   5
-2D5
+2D7
   8
 Circuit
   2
@@ -14637,7 +14673,7 @@ ISO_BLK
   0
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   5
-2D6
+2D8
   8
 Circuit
   2
@@ -14659,7 +14695,7 @@ ISO_BLK
   0
 INSERT
   5
-2D7
+2D9
   8
 Circuit
   2
@@ -14681,7 +14717,7 @@ ISO_BLK
   0
 INSERT
   5
-2D8
+2DA
   8
 Circuit
   2
@@ -14703,7 +14739,7 @@ ISO_BLK
   0
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   5
-2D9
+2DB
   8
 Circuit
   2
@@ -14725,7 +14761,7 @@ ISO_BLK
   0
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   5
-2DA
+2DC
   8
 Circuit
   2
@@ -14747,7 +14783,7 @@ ISO_BLK
   0
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   5
-2DB
+2DD
   8
 Circuit
   2
@@ -14769,7 +14805,7 @@ ISO_BLK
   0
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   5
-2DC
+2DE
   8
 Circuit
   2
@@ -14791,7 +14827,7 @@ ISO_BLK
   0
 INSERT
   5
-2DD
+2DF
   8
 Circuit
   2
@@ -14813,7 +14849,7 @@ ISO_BLK
   0
 INSERT
   5
-2DE
+2E0
   8
 Circuit
   2
@@ -14835,7 +14871,7 @@ ISO_BLK
   0
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   5
-2DF
+2E1
   8
 Circuit
   2
@@ -14857,7 +14893,7 @@ ISO_BLK
   0
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   5
-2E0
+2E2
   8
 Circuit
   2
@@ -14879,7 +14915,7 @@ ISO_BLK
   0
 INSERT
   5
-2E1
+2E3
   8
 Circuit
   2
@@ -14901,7 +14937,7 @@ ISO_BLK
   0
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   5
-2E2
+2E4
   8
 Circuit
   2
@@ -14923,7 +14959,7 @@ ISO_BLK
   0
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   5
-2E3
+2E5
   8
 Circuit
   2
@@ -14945,7 +14981,7 @@ ISO_BLK
   0
 INSERT
   5
-2E4
+2E6
   8
 Circuit
   2
@@ -14967,7 +15003,7 @@ ISO_BLK
   0
 INSERT
   5
-2E5
+2E7
   8
 Circuit
   2
@@ -14989,7 +15025,7 @@ ISO_BLK
   0
 INSERT
   5
-2E6
+2E8
   8
 Circuit
   2
@@ -15011,7 +15047,7 @@ ISO_BLK
   0
 INSERT
   5
-2E7
+2E9
   8
 Circuit
   2
@@ -15033,7 +15069,7 @@ ISO_BLK
   0
 INSERT
   5
-2E8
+2EA
   8
 Circuit
   2
@@ -15055,7 +15091,7 @@ ISO_BLK
   0
 INSERT
   5
-2E9
+2EB
   8
 Circuit
   2
@@ -15077,7 +15113,7 @@ ISO_BLK
   0
 INSERT
   5
-2EA
+2EC
   8
 Circuit
   2
@@ -15099,7 +15135,7 @@ ISO_BLK
   0
 INSERT
   5
-2EB
+2ED
   8
 Circuit
   2
@@ -15121,7 +15157,7 @@ ISO_BLK
   0
 INSERT
   5
-2EC
+2EE
   8
 Circuit
   2
@@ -15143,7 +15179,7 @@ ISO_BLK
   0
 INSERT
   5
-2ED
+2EF
   8
 Circuit
   2
@@ -15165,7 +15201,7 @@ ISO_BLK
   0
 INSERT
   5
-2EE
+2F0
   8
 Circuit
   2
@@ -15187,7 +15223,7 @@ ISO_BLK
   0
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   5
-2EF
+2F1
   8
 Circuit
   2
@@ -15209,7 +15245,7 @@ ISO_BLK
   0
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   5
-2F0
+2F2
   8
 Circuit
   2
@@ -15231,7 +15267,7 @@ ISO_BLK
   0
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   5
-2F1
+2F3
   8
 Circuit
   2
@@ -15253,7 +15289,7 @@ ISO_BLK
   0
 INSERT
   5
-2F2
+2F4
   8
 Circuit
   2
@@ -15275,7 +15311,7 @@ ISO_BLK
   0
 INSERT
   5
-2F3
+2F5
   8
 Circuit
   2
@@ -15297,7 +15333,7 @@ ISO_BLK
   0
 INSERT
   5
-2F4
+2F6
   8
 Circuit
   2
@@ -15319,7 +15355,7 @@ ISO_BLK
   0
 INSERT
   5
-2F5
+2F7
   8
 Circuit
   2
@@ -15341,7 +15377,7 @@ ISO_BLK
   0
 INSERT
   5
-2F6
+2F8
   8
 Circuit
   2
@@ -15363,7 +15399,7 @@ ISO_BLK
   0
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   5
-2F7
+2F9
   8
 Circuit
   2
@@ -15385,7 +15421,7 @@ ISO_BLK
   0
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   5
-2F8
+2FA
   8
 Circuit
   2
@@ -15407,7 +15443,7 @@ ISO_BLK
   0
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   5
-2F9
+2FB
   8
 Circuit
   2
@@ -15429,7 +15465,7 @@ ISO_BLK
   0
 INSERT
   5
-2FA
+2FC
   8
 Circuit
   2
@@ -15451,7 +15487,7 @@ ISO_BLK
   0
 INSERT
   5
-2FB
+2FD
   8
 Circuit
   2
@@ -15473,7 +15509,7 @@ ISO_BLK
   0
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   5
-2FC
+2FE
   8
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   2
@@ -15495,7 +15531,7 @@ ISO_BLK
   0
 INSERT
   5
-2FD
+2FF
   8
 Circuit
   2
@@ -15517,7 +15553,7 @@ ISO_BLK
   0
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   5
-2FE
+300
   8
 Circuit
   2
@@ -15539,7 +15575,7 @@ ISO_BLK
   0
 INSERT
   5
-2FF
+301
   8
 Circuit
   2
@@ -15561,7 +15597,7 @@ ISO_BLK
   0
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   5
-300
+302
   8
 Circuit
   2
@@ -15583,7 +15619,7 @@ ISO_BLK
   0
 INSERT
   5
-301
+303
   8
 Circuit
   2
@@ -15605,7 +15641,7 @@ ISO_BLK
   0
 INSERT
   5
-302
+304
   8
 Circuit
   2
@@ -15627,7 +15663,7 @@ ISO_BLK
   0
 INSERT
   5
-303
+305
   8
 Circuit
   2
@@ -15649,7 +15685,7 @@ ISO_BLK
   0
 INSERT
   5
-304
+306
   8
 Circuit
   2
@@ -15671,7 +15707,7 @@ ISO_BLK
   0
 INSERT
   5
-305
+307
   8
 Circuit
   2
@@ -15693,7 +15729,7 @@ ISO_BLK
   0
 INSERT
   5
-306
+308
   8
 Circuit
   2
@@ -15715,7 +15751,7 @@ ISO_BLK
   0
 INSERT
   5
-307
+309
   8
 Circuit
   2
@@ -15737,7 +15773,7 @@ ISO_BLK
   0
 INSERT
   5
-308
+30A
   8
 Circuit
   2
@@ -15759,7 +15795,7 @@ ISO_BLK
   0
 INSERT
   5
-309
+30B
   8
 Circuit
   2
@@ -15781,7 +15817,7 @@ ISO_BLK
   0
 INSERT
   5
-30A
+30C
   8
 Circuit
   2
@@ -15803,7 +15839,7 @@ ISO_BLK
   0
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   5
-30B
+30D
   8
 Circuit
   2
@@ -15825,7 +15861,7 @@ ISO_BLK
   0
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   5
-30C
+30E
   8
 Circuit
   2
@@ -15847,7 +15883,7 @@ ISO_BLK
   0
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-30D
+30F
   8
 Circuit
   2
@@ -15869,7 +15905,7 @@ ISO_BLK
   0
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   5
-30E
+310
   8
 Circuit
   2
diff --git a/silhouette_ele.png b/silhouette_ele.png
new file mode 100644
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diff --git a/silhouette_ele_2.png b/silhouette_ele_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..568f1679dca8064e7b5b22a58503ae2263ca614c
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