Update README.md

README.md

@@ -1,28 +1,41 @@
----
-license: mit
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: validation
-    path: data/validation-*
-  - split: test
-    path: data/test-*
-dataset_info:
-  features:
-  - name: description
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 50735552
-    num_examples: 967163
-  - name: validation
-    num_bytes: 101992
-    num_examples: 1948
-  - name: test
-    num_bytes: 256111
-    num_examples: 4870
-  download_size: 35940600
-  dataset_size: 51093655
----
+---
+license: cc0-1.0
+task_categories:
+- text-to-image
+pretty_name: DiffusionDB Captions
+size_categories:
+- 1M<n<10M
+dataset_info:
+  features:
+  - name: description
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 50735678
+    num_examples: 967163
+  - name: validation
+    num_bytes: 101940
+    num_examples: 1948
+  - name: test
+    num_bytes: 256037
+    num_examples: 4870
+  download_size: 35930405
+  dataset_size: 51093655
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: validation
+    path: data/validation-*
+  - split: test
+    path: data/test-*
+---
+
+
+Captions corpora processed from DiffusionDB dataset, the goal is to create a dataset similar to [flickr30k](https://huggingface.co/datasets/sentence-transformers/flickr30k-captions) 
+
+pre-processing includes:
+- remove style prompts
+- remove too long and specific prompts
+- remove prompts with many specific names