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ohhhyeahhh / SiamGAT

Code for the paper "Graph Attention Tracking". (CVPR2021)
https://openaccess.thecvf.com/content/CVPR2021/papers/Guo_Graph_Attention_Tracking_CVPR_2021_paper.pdf
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How to set DATASET.GOT.NUM_USE and DATASET.VIDEOS_PER_EPOCH #22

Open HasilPark opened 3 years ago

HasilPark commented 3 years ago

I wonder how to set the NUM_USE and VIDEOS_PER_EPOCH.

For example

  1. How to set NUM_USE and VIDEOS_PER_EPOCH when using only got10k
  2. How to set NUM_USE and VIDEOS_PER_EPOCH when using vid and got10k respectively
  3. How to set NUM_USE and VIDEOS_PER_EPOCH when using all datasets
twotwo2 commented 2 years ago
  1. When only training on got10k dataset, just use the 'experiments/siamgat_googlenet_got10k/config.yaml'. NUM_USE is 20,0000, the same as 'pysot/core/config.py', VIDEOS_PER_EPOCH is 60,0000.
  2. In all of the experiments, we don't change the set of NUM_USE in 'pysot/core/config.py'. Maybe there's a misunderstanding, we don't train with just one dataset 'VID'.
  3. NUM_USE in 'pysot/core/config.py' keeps fixed, the mainly difference is VIDEOS_PER_EPOCH set to 80,0000 when using VID/YTBB/COCO/DET/GOT datasets to train.
triumph693 commented 2 years ago

您好，我想问一下，C.DATASET.VIDEOS_PER_EPOCH和C.DATASET.GOT.NUM_USE这两个参数分别代表什么呢，他们两个有什么关系呢

triumph693 commented 2 years ago

I wonder how to set the NUM_USE and VIDEOS_PER_EPOCH.

For example

  1. How to set NUM_USE and VIDEOS_PER_EPOCH when using only got10k
  2. How to set NUM_USE and VIDEOS_PER_EPOCH when using vid and got10k respectively
  3. How to set NUM_USE and VIDEOS_PER_EPOCH when using all datasets

您好，我想问一下，C.DATASET.VIDEOS_PER_EPOCH和C.DATASET.GOT.NUM_USE这两个参数分别代表什么呢，他们两个有什么关系呢，期待您的回复！