KPConv-PyTorch icon indicating copy to clipboard operation
KPConv-PyTorch copied to clipboard

2prolems occured to train my custom datasets

Open VictorLee0214 opened this issue 3 years ago • 3 comments

sry sir to interrupting u here! when i use kpconv to train my custom datasets which is following ur data format to make done,it occurs these mishaps below with starting training:

  1. raise ValueError("Expected more than 1 value per channel when training, got input size {}".format(size)) ValueError: Expected more than 1 value per channel when training, got input size torch.Size([1, 8, 1])
  2. ValueError: Expected more than 1 value per channel when training, got input size torch. Size([1, 8, 1]) image

i tried to debug this problem for 2days. i fonud problms are related to BN layer, but still confused now and i dont know hw to fix it up, hope u can help me

VictorLee0214 avatar Jan 11 '23 18:01 VictorLee0214

I would make sure that your data is actually being treated the same as the benchmark datasets and you end up with the same shape going into the model.

LucHayward avatar Mar 20 '23 12:03 LucHayward

really thanks for ur reply,and ive already fixed up this problem. but uknow this work is a little bit hard and no one is knowing relevant algorithms knowledge around me. so could i follow ur ins or probably other contact way?

VictorLee0214 avatar Mar 20 '23 13:03 VictorLee0214

@VictorLee0214 I am trying to train my custom data on KPConv. Is there anyway I can contact you to get some help from you?

WesamOM avatar Jun 21 '23 17:06 WesamOM

my wechat id is 1072412273 or my ig is ispw214 anyway email is K

Sent from my iPhone

------------------ Original ------------------ From: WesamOM @.> Date: Thu, Jun 22, 2023 1:34 AM To: HuguesTHOMAS/KPConv-PyTorch @.> Cc: VictorLee0214 @.>, Mention @.> Subject: Re: [HuguesTHOMAS/KPConv-PyTorch] 2prolems occured to train my customdatasets (Issue #207)

VictorLee0214 avatar Jun 21 '23 17:06 VictorLee0214