OFA
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework (by OFA-Sys)
ImageNet21K
Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper (by Alibaba-MIIL)
| OFA | ImageNet21K | |
|---|---|---|
| 3 | 1 | |
| 2,498 | 757 | |
| 0.4% | 2.0% | |
| 2.8 | 10.0 | |
| about 1 year ago | over 2 years ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
OFA
Posts with mentions or reviews of OFA.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[R][P] Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework + VQA Hugging Face Spaces Demo
github: https://github.com/OFA-Sys/OFA
-
OFA: model that does text-to-image as well as other tasks
From this:
- [R] Paper: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework. Shocking performance in text-to-image synthesis and open-domain tasks.
ImageNet21K
Posts with mentions or reviews of ImageNet21K.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-22.
-
Improving Search Quality for Non-English Queries with Fine-tuned Multilingual CLIP Models
ViT-B/32, using the ImageNet-21k dataset
What are some alternatives?
When comparing OFA and ImageNet21K you can also consider the following projects:
ONE-PEACE - A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
LMOps - General technology for enabling AI capabilities w/ LLMs and MLLMs
GroundingDINO - [ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
Fashion12K_german_queries
MAGIC - Language Models Can See: Plugging Visual Controls in Text Generation
vision_transformer