Update README.md

README.md

@@ -1,3 +1,179 @@
----
-license: mit
----
+---
+license: mit
+task_categories:
+- image-to-text
+- text-to-image
+language:
+- en
+pretty_name: simons ARC (abstraction & reasoning corpus) object mass version 23
+size_categories:
+- 10K<n<100K
+configs:
+  - config_name: default
+    data_files:
+      - split: train
+        path: data.jsonl
+---
+
+# Version 1
+
+Measure the mass of objects for `pixel connectivity 4` and `pixel connectivity 8`.
+
+image size: 1-10.
+
+max_mass: 4.
+
+# Version 2
+
+image size: 1-20.
+
+max_mass: 5.
+
+This converged too slowly. I was too optimistic. I will have to proceed slower.
+
+# Version 3
+
+image size: 1-12.
+
+max_mass: 5.
+
+Too big spikes in the training loss. I will have to lower the `max_mass`, and gradually increase it.
+
+# Version 4
+
+image size: 1-15.
+
+max_mass: 2.
+
+The validation loss for this is fine. I'm increasing the `max_mass`.
+
+# Version 5
+
+image size: 1-20.
+
+max_mass: 3.
+
+# Version 6
+
+image size: 1-25.
+
+max_mass: 4.
+
+# Version 7
+
+image size: 1-30.
+
+max_mass: 2.
+
+# Version 8
+
+image size: 1-30.
+
+max_mass: 7.
+
+# Version 9
+
+image size: 1-30.
+
+max_mass: 8.
+
+# Version 10
+
+image size: 1-30.
+
+max_mass: 9.
+
+# Version 11
+
+image size: 1-30.
+
+max_mass: 10.
+
+# Version 12
+
+image size: 1-30.
+
+max_mass: 11.
+
+# Version 13
+
+image size: 1-30.
+
+max_mass: 15.
+
+# Version 14
+
+image size: 1-30.
+
+max_mass: 20.
+
+# Version 15
+
+image size: 1-30.
+
+max_mass: 25.
+
+# Version 16
+
+Added `PixelConnectivity.CORNER4`, so it can identify diagonal structures.
+
+image size: 1-10.
+
+max_mass: 5.
+
+# Version 17
+
+image size: 1-15.
+
+max_mass: 10.
+
+# Version 18
+
+Added mulple new `PixelConnectivity` modes: `LR2`, `TB2`, `TLBR2`, `TRBL2`, so it can identify line structures.
+
+image size: 1-10.
+
+max_mass: 5.
+
+# Version 19
+
+image size: 1-15.
+
+max_mass: 10.
+
+# Version 20
+
+Disabled `NEAREST4`, `ALL8`, `CORNER4`. So the model can be trained only on line structures.
+
+image size: 1-20.
+
+max_mass: 15.
+
+The model struggles with these settings. I have to lower the settings.
+
+# Version 21
+
+Still with disabled `NEAREST4`, `ALL8`, `CORNER4`. So the model can be trained only on line structures.
+
+Lowered the settings.
+
+image size: 1-10.
+
+max_mass: 6.
+
+# Version 22
+
+Still with disabled `NEAREST4`, `ALL8`, `CORNER4`. So the model can be trained only on line structures.
+
+Bigger images. image size: 1-15.
+
+max_mass: 6.
+
+# Version 23
+
+Enabled all the transformations.
+
+Bigger images. image size: 1-20.
+
+max_mass: 8.
+