QA-FewDet

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Hi, Great work! I am trying to create a demo script but I am not familiar with these libraries. How do I initialize the model with random support images? Thanks...

ghost

Why did I run so much higher results than the author's paper regarding the passcalvoc experiment results of the fewx baseline?

2

Hello author! I would like to ask, when I ran the code for Fewx using a graphics card with 4 24g memory (which is the baseline you used), I found...

yy049

Why do dimensions not match？

7

Hello, author. However, I encountered this problem while running the code. When I run this command：sh /home/wenqian/PycharmProjects/QA-FewDet-main/scripts/meta_training_pascalvoc_split1_resnet101.sh The problem is: "RuntimeError: The size of tensor a (4) must match the...

tutu-star

question about the Heterogeneous gcn

1

dear author, when I read the code, I found that when you construct the inter-class subgraph, you only update by calculating the similarity of each class prototype, without using the...

yomik-js

About the COCO data file path

18

What should the file path under datasets/coco/ be, for example, whether the train2014 and val2014 data folders are separate or together (trainval2014)? Thanks!

dreamwish1998

Questions about some parameters.

1

Dear author，I'm debugging your model recently. I'm confused about some parameters in defaults.py. They are the following parameters： _C.INPUT.FS.FEW_SHOT = False _C.INPUT.BASE_CLASS_MEMORY= 60 _C.INPUT.FS.SUPPORT_EXCLUDE_QUERY = False and why _C.DATASETS.TRAIN_KEEPCLASSES =...

s690

Differents from fewx

2

Hello, your work is very interesting. When I read the code, I found the following differences between QA-FewDet and fewx : in fewx bg_num_0 = max(1, min(fg_inds.shape[0] * 2, int(num_instances...

s690

Coco dataset recurrence problem

9

Hello, the coco dataset cannot reproduce the performance of the paper, but the voc dataset can. Is this because my coco data set has an error?

ntynitianyu

The inference process runs repeatedly？

13

In the process of my meta-training, the inference process of k=1, 2, 3, 5, 10 was repeated twice, and the final AP value was exactly the same.Whether the problem about...

ZhiXianZ

Is there something wrong with the original cfg file, please?

7

Command: sh scripts/meta_training_pascalvoc_split1_resnet101.sh ValueError: Milestone must be smaller than total number of updates: num_updates=10000, milestone=10000 version: 0.5 cfg File: SOLVER: IMS_PER_BATCH: 4 BASE_LR: 0.002 STEPS: (15000, 20000) MAX_ITER: 20000 CHECKPOINT_PERIOD:...

ZhiXianZ