open_flamingo
icl-ceil
| open_flamingo | icl-ceil | |
|---|---|---|
| 4 | 1 | |
| 3,493 | 81 | |
| 2.8% | - | |
| 6.8 | 1.7 | |
| 11 days ago | about 1 year ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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open_flamingo
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Are there any multimodal AI models I can use to provide a paired text *and* image input, to then generate an expanded descriptive text output? [D]
Maybe the recent OpenFlamingo gives you better results (they have a demo on HF).
- [D] Multi modal for visual qna based on a given image. Need suggestions.
- Open Flamingo: An open-source framework for training large multimodal models
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Announcing OpenFlamingo: An open-source framework for training vision-language models with in-context learning | LAION
Code here: https://github.com/mlfoundations/open_flamingo
icl-ceil
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A New AI Research Proposes Compositional Exemplars for In-context Learning (CEIL): A Novel Approach That Uses Determinantal Point Process (DPP) for More Efficient In-context Learning
Quick Read: https://www.marktechpost.com/2023/02/21/a-new-ai-research-proposes-compositional-exemplars-for-in-context-learning-ceil-a-novel-approach-that-uses-determinantal-point-process-dpp-for-more-efficient-in-context-learning/ Paper: https://arxiv.org/pdf/2302.05698.pdf Github: https://github.com/HKUNLP/icl-ceil
What are some alternatives?
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
gansformer - Generative Adversarial Transformers
Emu - Emu Series: Generative Multimodal Models from BAAI
Person_reID_baseline_pytorch - :bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
pykale - Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
Painter - Painter & SegGPT Series: Vision Foundation Models from BAAI
speechbrain - A PyTorch-based Speech Toolkit
pytorch-metric-learning - The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
similarity - TensorFlow Similarity is a python package focused on making similarity learning quick and easy.