objectdetction-White_blood_cell

Object detection in white blood cell
My Blog : https://medium.com/@cytokinin8/object-detection-in-white-blood-cell-60273002fdb3
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Introduction

Swin Transformer (the name Swin stands for Shifted window) is initially described in arxiv, which capably serves as a general-purpose backbone for computer vision. It is basically a hierarchical Transformer whose representation is computed with shifted windows. The shifted windowing scheme brings greater efficiency by limiting self-attention computation to non-overlapping local windows while also allowing for cross-window connection.

Swin Transformer achieves strong performance on COCO object detection (58.7 box AP and 51.1 mask AP on test-dev) and ADE20K semantic segmentation (53.5 mIoU on val), surpassing previous models by a large margin. Paper : https://arxiv.org/pdf/2103.14030.pdf