Phips commited on
Commit
4ab7038
1 Parent(s): cf74973

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +31 -3
README.md CHANGED
@@ -1,3 +1,31 @@
1
- ---
2
- license: cc-by-4.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-4.0
3
+ tags:
4
+ - super-resolution
5
+ ---
6
+ Scale: 4x
7
+ Network type: DAT2
8
+ Author: Philip Hofmann
9
+ License: CC-BY-4.0
10
+ Purpose: 4x upscaling images. Handles realistic noise, some realistic blur, and webp and jpg (re)compression.
11
+ Pretrained Model: 4xNomos2_hq_dat2
12
+ Training iterations: 240000
13
+ Description: 4x dat2 upscaling model for web and realistic images. It handles realistic noise, some realistic blur, and webp and jpg (re)compression. Trained on my BHI dataset (390'035 training tiles) with degraded LR subset.
14
+
15
+ Have a look at the applied_degradations files in the attachement to know what degradations in what order were applied to the BHI dataset to create the corresponding LR set for training.
16
+
17
+ Visual Examples:
18
+ [slow.pics](https://slow.pics/c/WekJvaLo?image-fit=cover)
19
+ [imgsli](https://imgsli.com/MzI3MzI2)
20
+
21
+
22
+ ![Example1](https://github.com/user-attachments/assets/1aab1ed9-dd28-45a6-88db-5317e391bcf4)
23
+ ![Example2](https://github.com/user-attachments/assets/c5237d90-71a9-4ee9-927c-343ea751d968)
24
+ ![Example3](https://github.com/user-attachments/assets/34198bbb-66af-46ab-ad9f-56be250b9386)
25
+ ![Example4](https://github.com/user-attachments/assets/e1a403fa-6035-435a-8f7a-2288047cbf17)
26
+ ![Example5](https://github.com/user-attachments/assets/8bb0a7fc-300f-4e68-af47-7705fc587533)
27
+ ![Example6](https://github.com/user-attachments/assets/fd3abfe9-ba2f-4cee-847f-8c2ae19f2c9d)
28
+ ![Example7](https://github.com/user-attachments/assets/6eb94256-b1bf-4375-8ab5-adfb879849e0)
29
+ ![Example8](https://github.com/user-attachments/assets/9854e2c7-d009-411c-8f2b-cb1f8c0850d5)
30
+ ![Example9](https://github.com/user-attachments/assets/cbe09334-6e79-4435-960d-606d7bee5234)
31
+ ![Example10](https://github.com/user-attachments/assets/08f4d322-dd1f-4275-acd4-bddb8fda9d52)