Update README.md

README.md

@@ -1,3 +1,14 @@
 ---
 license: apache-2.0
 ---
+
+# COMEDIAN ViSwin Tiny checkpoints
+
+## Context
+
+These 3 models were obtained following the [COMEDIAN method](https://arxiv.org/abs/2309.01270) to perform the action spotting on the [SoccerNet-v2 dataset](https://www.soccer-net.org/tasks/action-spotting) using the ViSwin Tiny architecture.
+
+They were trained on three different seeds (42, 203, 666) reflected by the checkpoints' filename.
+
+## How to use
+To use these checkpoints please refer to the [eztorch](https://github.com/juliendenize/eztorch/) library and in particular the [COMEDIAN documentation](https://github.com/juliendenize/eztorch/blob/main/docs/source/contributions/comedian.md).