sugarquark commited on
Commit
40d0294
·
verified ·
1 Parent(s): 1411d33

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +62 -3
README.md CHANGED
@@ -1,3 +1,62 @@
1
- ---
2
- license: apache-2.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ pipeline_tag: image-classification
4
+ base_model:
5
+ - apple/aimv2-large-patch14-448
6
+ datasets:
7
+ - Artificio/WikiArt
8
+ - asahi417/wikiart-face
9
+ - mattmdjaga/human_parsing_dataset
10
+ - sugarquark/4o
11
+ - zguo0525/ArtBench
12
+ tags:
13
+ - fashion
14
+ ---
15
+
16
+ # Classification model
17
+
18
+ ## Inference
19
+
20
+ ```
21
+ aimv2.forward(pixel_values, return_dict=True).last_hidden_state
22
+ pooled = hidden_states.mean(dim=1)
23
+ logits = classifier(pooled)
24
+ ```
25
+
26
+ ## Categories
27
+
28
+ ```
29
+ [1] Art Nouveau
30
+ [2] Baroque
31
+ [3] Contemporary Realism
32
+ [4] Expressionism
33
+ [5] Early Renaissance
34
+ [6] High Renaissance
35
+ [7] Impressionism
36
+ [8] Neoclassicism
37
+ [9] Northern Renaissance
38
+ [10] Photo
39
+ [11] Pointillism
40
+ [12] Post-Impressionism
41
+ [13] Realism
42
+ [14] Renaissance
43
+ [15] Rococo
44
+ [16] Romanticism
45
+ [19] 4o
46
+ [20] Cityscape
47
+ [21] Figurative
48
+ [22] Flower painting
49
+ [23] Genre painting
50
+ [24] Landscape
51
+ [25] Nude painting
52
+ [26] Portrait
53
+ [27] Religious painting
54
+ [28] Self-portrait
55
+ [29] Still life
56
+ [31] Hat
57
+ [34] Top
58
+ [37] Dress
59
+ [39] Shoes
60
+ [46] Bag
61
+ [49] Outer
62
+ ```