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davyneven / SpatialEmbeddings

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

Home Page:https://arxiv.org/pdf/1906.11109.pdf

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Ablation Experiments

TakeruIto opened this issue · comments

commented

I'm trying to reproduce the Ablation Experiments but result is not good.

  1. This experiments is done with single-class model, right? If so, should I use cropped dataset obtained by generate_crops.py? For example, when I train person class, first train with (512,512) cropped dataset(OBJ_ID=26) and then train with (1024,1024) cropped dataset(OBJ_ID=26).

  2. How to use cluster_with_gt() function? Is it used for Ablation Experiments?

Any help would be great, thanks!!