ImageNet21K
Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper (by Alibaba-MIIL)
| ImageNet21K | Fashion12K_german_queries | |
|---|---|---|
| 1 | 1 | |
| 695 | 3 | |
| 2.9% | - | |
| 10.0 | 0.0 | |
| over 1 year ago | about 1 year ago | |
| Python | Python | |
| MIT License | Creative Commons Attribution 4.0 |
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.
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
Fashion12K_german_queries
Posts with mentions or reviews of Fashion12K_german_queries.
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
We have collaborated with Toloka to curate a 12,000 item dataset of fashion images drawn from e-commerce websites, to which human annotators have added descriptive captions in German. Toloka has made the data available to the public on GitHub, but you can also download it from Jina directly in DocArray format by following the instructions in the next section.
What are some alternatives?
When comparing ImageNet21K and Fashion12K_german_queries you can also consider the following projects:
vision_transformer
OFA - Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
LMOps - General technology for enabling AI capabilities w/ LLMs and MLLMs
mPLUG-Owl - mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model
docarray - Represent, send, store and search multimodal data