joakimbh commited on
Commit
f87b47a
1 Parent(s): 7af5cba

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +32 -0
README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: en
3
+ license: mit
4
+ tags:
5
+ - atc
6
+ ---
7
+
8
+ # Fine-Tuned Agglomerative Token Clustering - DeiT-Base-Complete - NABirds
9
+
10
+ ### Model Details
11
+ Agglomerative Token Clustering (ATC), a novel hierarchical hard-merging based token reduction method.
12
+
13
+ - **Developed by:** Joakim Bruslund Haurum, Sergio Escalera, Graham W. Taylor, and Thomas B. Moeslund
14
+ - **Model type:** Vision Transformer
15
+ - **License:** MIT
16
+ - **Task:** Image Classification
17
+
18
+ ### Model Card
19
+ - **Backbone:** DeiT-Base
20
+ - **Token Reduction Method:** ATC
21
+ - **Linkage Function:** Complete
22
+ - **Reduction Ratio:** {0.25, 0.5, 0.7, 0.9}
23
+ - **Reduction Stages:** 3, 6, 9
24
+
25
+ ### More Resources
26
+ - **Repository:** [https://github.com/JoakimHaurum/ATC](https://github.com/JoakimHaurum/ATC)
27
+ - **Paper:** [TBD](TBD)
28
+ - **Project Page:** [https://vap.aau.dk/atc](https://vap.aau.dk/atc)
29
+ - **HuggingFace Collection:** [https://huggingface.co/collections/joakimbh/agglomerative-token-clustering-66e94dfb313e85ec97590fe4](https://huggingface.co/collections/joakimbh/agglomerative-token-clustering-66e94dfb313e85ec97590fe4)
30
+
31
+ ### Use
32
+ The model files contain both standard and EMA model parameters. The version which gave the best performance is indicated with the "ema_best" boolean.