ONE-PEACE
A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities (by OFA-Sys)
EVA
EVA Series: Visual Representation Fantasies from BAAI (by baaivision)
ONE-PEACE | EVA | |
---|---|---|
2 | 2 | |
850 | 1,985 | |
4.4% | 4.4% | |
8.6 | 6.2 | |
5 months ago | 2 months 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.
ONE-PEACE
Posts with mentions or reviews of ONE-PEACE.
We have used some of these posts to build our list of alternatives
and similar projects.
- A general representation modal across vision, audio, language modalities
-
Meet ONE-PEACE: A General Representation Model Towards Unlimited Modalities Across Different Modalities
Github: https://github.com/OFA-Sys/ONE-PEACE
EVA
Posts with mentions or reviews of EVA.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[P] Can I do better than this? [Image near-duplicate and similarities clustering]
im not sure how much CLIP can help in similarity but you can check CLIP Laion finetuned version, or https://github.com/baaivision/eva https://huggingface.co/QuanSun/EVA-CLIP
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[R] Using AI/ML for Quality Control for a factory?
train an instance segmentation model (e.g. Mask R-CNN or YOLO. We are using EVA)
What are some alternatives?
When comparing ONE-PEACE and EVA you can also consider the following projects:
OFA - Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
org-brain - Org-mode wiki + concept-mapping
Multimodal-GPT - Multimodal-GPT
ALPRO - Align and Prompt: Video-and-Language Pre-training with Entity Prompts
unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities