err805 commited on
Commit
506690f
·
verified ·
1 Parent(s): 0c0cd70

Add custom dataset card for SSV2 3x3

Browse files
Files changed (1) hide show
  1. README.md +30 -28
README.md CHANGED
@@ -1,30 +1,32 @@
1
  ---
2
- dataset_info:
3
- features:
4
- - name: image
5
- dtype:
6
- image:
7
- decode: false
8
- - name: label_text
9
- dtype: string
10
- - name: annotation_text
11
- dtype: string
12
- - name: video_id
13
- dtype: string
14
- splits:
15
- - name: train
16
- num_bytes: 14107847323
17
- num_examples: 150000
18
- - name: test
19
- num_bytes: 86685991
20
- num_examples: 1000
21
- download_size: 14196596084
22
- dataset_size: 14194533314
23
- configs:
24
- - config_name: default
25
- data_files:
26
- - split: train
27
- path: data/train-*
28
- - split: test
29
- path: data/test-*
30
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ pretty_name: "SSV2 3x3"
3
+ size_categories:
4
+ - 100K<n<1M
5
+ task_categories:
6
+ - image-classification
7
+ tags:
8
+ - action-recognition
9
+ - video-understanding
10
+ - multi-frame
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
11
  ---
12
+
13
+ # SSV2 3x3
14
+
15
+ A multi-frame action dataset for teaching a model to look across several frames and describe the action it sees.
16
+ Each image is a 3x3 collage built from frames sampled from the original Something-Something V2 videos.
17
+
18
+ ![Example](example.png)
19
+
20
+ ## Splits
21
+
22
+ | Split | Samples |
23
+ |---|---:|
24
+ | train | 150000 |
25
+ | test | 1000 |
26
+
27
+ ## Columns
28
+
29
+ - `image`: 3x3 frame collage
30
+ - `label_text`: action label text
31
+ - `annotation_text`: action template text
32
+ - `video_id`: original video identifier