Open-weight model
fovi-dinov3-splus_a-2.78_res-64_in1k
by Li bigbunny123/fovi-dinov3-splus_a-2.78_res-64_in1k
fovi-dinov3-splus_a-2.78_res-64_in1k is an open-weight model from Li, released under Apache License 2.0. Its published files total 131.5 MB.
This is a pretrained foveated vision model from the fovi library. - Cortical Magnification Function Hyperparameter (a): 2.78 Apache 2.0
Model Card
By Li, published under apache-2.0, revision 613656317ac9.
This is a pretrained foveated vision model from the fovi library. - Cortical Magnification Function Hyperparameter (a): 2.78 Apache 2.0
Read Li's full model card
This is a pretrained foveated vision model from the fovi library.
Model Description
- Architecture: DINOv3 ViT backbone adapted for foveated inputs
- Variant: ViT-S/16+ (small)
- Base Model: facebook/dinov3-vits16plus-pretrain-lvd1689m
- Dataset: ImageNet-1k
- Cortical Magnification Function Hyperparameter (a): 2.78
- Sensor Resolution: 64
Usage
from fovi import get_model_from_base_fn
# Model will be automatically downloaded from HuggingFace Hub
model = get_model_from_base_fn('fovi-dinov3-splus_a-2.78_res-64_in1k')
Or using the Trainer class:
from fovi import get_trainer_from_base_fn
trainer = get_trainer_from_base_fn('fovi-dinov3-splus_a-2.78_res-64_in1k')
Installation
pip install git+https://github.com/nblauch/fovi.git
Citation
@article{blauch2026fovi,
title={FOVI: A biologically-inspired foveated interface for deep vision models},
author={Blauch, Nicholas M. and Alvarez, George A. and Konkle, Talia},
journal={arXiv},
year={2026}
}
License
Apache 2.0
Identity and Version
- Repository
- bigbunny123/fovi-dinov3-splus_a-2.78_res-64_in1k
- Publisher
- Li
- Task
- Not stated by the source
- Modality
- Other
- Library
- fovi
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 613656317ac9bae883d213e14ebbf9bde51fcbda
- First published
- 2026-09-20
- Last updated
- 2026-09-20
Files and Weights
5 files, 131.5 MB in total. The weights are 1 file totalling 131.5 MB in pth.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| state_dict-00000-of-00001.pth | Weights | 131.5 MB | 712abe881e2a |
| config.yaml | Configuration | 3.0 KB | — |
| state_dict.index.json | Configuration | 29.2 KB | — |
| README.md | Documentation | 1.3 KB | — |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- apache-2.0
- Access
- Open weights, no gate
- Download size
- 131.5 MB
Released by Li through its official repository on Hugging Face. Read the license.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 131.5 MB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About fovi-dinov3-splus_a-2.78_res-64_in1k
Can I use fovi-dinov3-splus_a-2.78_res-64_in1k commercially?
Yes. fovi-dinov3-splus_a-2.78_res-64_in1k is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.