metadata
tags:
- image-to-text
- image-captioning
license: apache-2.0
metrics:
- rouge
widget:
- src: >-
https://huggingface.co/datasets/mishig/sample_images/resolve/main/savanna.jpg
example_title: Savanna
- src: >-
https://huggingface.co/datasets/mishig/sample_images/resolve/main/football-match.jpg
example_title: Football Match
- src: >-
https://huggingface.co/datasets/mishig/sample_images/resolve/main/airport.jpg
example_title: Airport
base_model:
- google/vit-base-patch16-224-in21k
model-index:
- name: mozilla/distilvit
results:
- task:
type: image-to-text
name: Image To Text
metrics:
- name: ROUGE-1
type: rouge
value: 43.006
verified: true
- name: ROUGE-2
type: rouge
value: 16.9939
verified: true
- name: ROUGE-L
type: rouge
value: 38.8923
verified: true
- name: ROUGE-LSUM
type: rouge
value: 38.8877
verified: true
- name: loss
type: loss
value: 0.19939416646957397
- name: gen_len
type: gen_len
value: 11.327256736227712
verified: true
This model is a work in progress.
You can find the code used to create the model here: https://github.com/mozilla/distilvit