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+++ b/README.md
@@ -3,7 +3,7 @@
 <p align="center"><img src="doc/logo_cuda.png"><img src="doc/logo_tensorflow.png"></p>
   
 # DeepFaceLab  
-### the leading software for creating deep fakes
+### the leading software for creating deepfakes
 
 </td></tr>
 <tr><td align="center" width="9999">
@@ -12,17 +12,27 @@ More than 95% of deepfake videos are created with DeepFaceLab.
 
 DeepFaceLab is used by such popular youtube channels as
 
-|[Ctrl Shift Face](https://www.youtube.com/channel/UCKpH0CKltc73e4wh0_pgL3g)|[Sham00k](https://www.youtube.com/channel/UCZXbWcv7fSZFTAZV4beckyw/videos)|[Collider videos](https://www.youtube.com/watch?v=A91P2qtPT54&list=PLayt6616lBclvOprvrC8qKGCO-mAhPRux)|[iFake](https://www.youtube.com/channel/UCC0lK2Zo2BMXX-k1Ks0r7dg/videos)|[VFXChris Ume](https://www.youtube.com/channel/UCGf4OlX_aTt8DlrgiH3jN3g/videos)|
+|<img src="doc/youtube_icon.png"> [Ctrl Shift Face](https://www.youtube.com/channel/UCKpH0CKltc73e4wh0_pgL3g)|<img src="doc/youtube_icon.png"> [Sham00k](https://www.youtube.com/channel/UCZXbWcv7fSZFTAZV4beckyw/videos)|<img src="doc/youtube_icon.png"> [Collider videos](https://www.youtube.com/watch?v=A91P2qtPT54&list=PLayt6616lBclvOprvrC8qKGCO-mAhPRux)|<img src="doc/youtube_icon.png"> [iFake](https://www.youtube.com/channel/UCC0lK2Zo2BMXX-k1Ks0r7dg/videos)|<img src="doc/youtube_icon.png"> [VFXChris Ume](https://www.youtube.com/channel/UCGf4OlX_aTt8DlrgiH3jN3g/videos)|
 |---|---|---|---|---|
+</td></tr>
+<tr><td align="center" width="9999">
+
+# The road so far
 
 </td></tr>
+<tr><td align="center" width="9999">
 
+deepfake quality progress
+
+|<p align="center">first contact</p>|<p align="center">nowadays</p>|
+|---|---|
+|<img src="doc/quality_first_contact.jpg">|<img src="doc/quality_nowadays.jpg">|
+</td></tr>
 
 <tr><td align="center" width="9999">
 
 ## Releases
 
-
 ||||
 |---|---|---|
 |Windows|[Google drive](https://drive.google.com/open?id=1BCFK_L7lPNwMbEQ_kFPqPpDdFEOd_Dci)|if the download quota is exceeded, add the file to your own google drive and download from it|
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