GroupViT
EfficientFormer

GroupViT | EfficientFormer | |
---|---|---|
1 | 2 | |
746 | 1,011 | |
1.5% | 2.3% | |
0.0 | 3.3 | |
almost 3 years ago | over 1 year ago | |
Python | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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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.
GroupViT
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[R][P] GroupViT: Semantic Segmentation Emerges from Text Supervision + Hugging Face Gradio Web Demo
github: https://github.com/NVlabs/GroupViT
EfficientFormer
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A look at Apple’s new Transformer-powered predictive text model
I'm pretty fatigued on constantly providing references and sources in this thread but an example of what they've made availably publicly:
https://github.com/snap-research/EfficientFormer
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Snap and Northeastern University Researchers Propose EfficientFormer: A Vision Transformer That Runs As Fast As MobileNet While Maintaining High Performance
Continue reading | Check out the paper, github
What are some alternatives?
CapDec - CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)
predictive-spy - Spying on Apple’s new predictive text model
x-clip - A concise but complete implementation of CLIP with various experimental improvements from recent papers
Efficient-AI-Backbones - Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
bonito - A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
dytox - Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
Text-to-Image-Synthesis - Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
PyTorch-Model-Compare - Compare neural networks by their feature similarity
