FLIP(Fast Language-Image Pre-training)是一种简单高效的训练 CLIP 模型的方法,在训练过程中随机 Mask 并删除了大部分的图像块,这样的话占用的空间就会更小,batch size 就可以设置的更大。 EVA-CLIP才用了这种方法,随机 Mask 掉 50% 的图像 tokens,时间成本直接压缩了一倍,也可以让 batch size 增大一倍。 实...
Contrastive language-image pre-training, CLIP for short, has gained increasing attention for its potential in various scenarios. In this paper, we propose EVA-CLIP, a series of models that significantly improve the efficiency and effectiveness of CLIP training. Our approach incorporates new techniques...
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Paper: EVA01:EVA: Exploring the Limits of Masked Visual Representation Learning at Scale EVA02:EVA-02: A Visual Representation for Neon Genesis EVA01 成就: EVA 是第一个开源的十亿级视觉基础模型,在广泛的下游任务上实现了最先进的性能。 改进: EVA是基于CLIP的预训练,而不是MIM预训练。 MIM(Masked...
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If you even wondered how I got around having the Project Life card images printed out onto photo paper alongside with my photo images, it was actually theProject Life Appthat did the magic. In the App itself, open up a fresh 4x6 (or a square) photo layout, select the ideal photo layo...
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