Shypd.aiThe largest open index of AI toolsTransformer-SSL is an open-source AI tool that provides an official implementation for "Self-Supervised Learning with Swin Transformers." It allows evaluation of transferring performance of learned representations on downstream tasks.
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Transformer-SSL is an open-source project offering the official implementation for "Self-Supervised Learning with Swin Transformers." This codebase is notable for including Swin Transformer as one of its backbones, enabling the evaluation of learned representations' transferring performance on downstream tasks like object detection and semantic segmentation. It features MoBY, a self-supervised learning approach combining MoCo v2 and BYOL, achieving high accuracy on ImageNet-1K linear evaluation with significantly fewer tricks than previous works. The project provides models and code for self-supervised learning, linear evaluation, and demonstrates strong performance when transferring to object detection and semantic segmentation tasks.
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