Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,10 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: agpl-3.0
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: agpl-3.0
|
| 3 |
+
pipeline_tag: image-classification
|
| 4 |
+
---
|
| 5 |
+
|
| 6 |
+
A tiny 230K param, opinionated binary image compression classifier. Trained on JPEG, JXL, AVIF, WEBP and PNG. Hits 94.3% accuracy on the task.
|
| 7 |
+
|
| 8 |
+
Attempts to flags images below q=80 for JPEG and below 65 for the rest. This was driven by a paper showing image models trained on a lot of q=75 had massive performance penalties.
|
| 9 |
+
|
| 10 |
+
Training was 128x128 patches + multi-scale high freq residuals. DCT aware 8x8 stem and dual heads (binary acceptable/not + codec classifier).
|