add readme

Author: seanXYZ

REAMDME.md

@@ -0,0 +1,8 @@
+
+Pytorch Implement of the paper "Segmentation Based Deep-Learning Approach for Surface DefectDetection"
+Modified little things without changing the accuracy
+BUT, Much Faster than the paper!!!
+
+Achieve less 3ms per image of the size 704x256, by a single Nvidia 1080Ti. This speed can rival Cognex's VIDI ~ 
+
+