Comments (8)
Thanks for your interest in our work and we plan to release the paper to arXiv in the future months (as it is under submission currently).
We would like to recommend you to use the SegFix offset files to improve your results on Cityscapes semantic/instance segmentation tasks.
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你好,请问你论文的这些参数是用的的代码中,下面的代码做出来的吗,因为你每一个模块下,比如ocr、isa、oc等代码最后面都有下面这些代码,请问使用它来比较参数和内存和时间的吗
def count_parameters(model):
return sum(p.numel() for p in model.parameters() if p.requires_grad)
avg_time = 0
avg_mem = 0
import time
with torch.no_grad():
for i in range(100):
start_time = time.time()
outputs = conv_3x3(feats)
outputs = baseoc_infer(outputs)
torch.cuda.synchronize()
avg_time += (time.time() - start_time)
avg_mem += (torch.cuda.max_memory_allocated()-feats.element_size() * feats.nelement())
print("Average Parameters : {}".format(count_parameters(baseoc_infer)+count_parameters(conv_3x3)))
print("Average Running Time: {}".format(avg_time/100))
print("Average GPU Memory: {}".format(avg_mem/100))
from openseg.pytorch.
from openseg.pytorch.
大佬,我不是质疑你的工作哈,我是感觉ocr和acfnet有一点点相似
from openseg.pytorch.
@swjtulinxi ocr是2019年初的工作,最多是同时期工作。
from openseg.pytorch.
好的,其实我有一个疑惑就是他为什么就能超过ocnet,如果前端一样哈,
from openseg.pytorch.
他用ASPP做baseline了~
from openseg.pytorch.
我是说ocrnet,在这里面其实已经没有用到non-local注意力的**了,但反而精度还要高于ocnet,在acfnet中用了aspp做baseline才超过ocnet的,大佬你这里面是在前端直接加入ocr模块,就可以超过ocnet了
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Related Issues (20)
- Address already in use: how to enable multiple training process on one machine?
- validation in inference process has a large difference with validation in train process HOT 1
- ERROR: Found no prediction for ground truth HOT 1
- Wrong! bash scripts/cityscapes/segfix/run_h_48_d_4_segfix.sh segfix_pred_val 1 HOT 1
- Mask loss is 0.0 and overall loss doesnt converge && what is relevance of dt_num_classes ? HOT 2
- TypeError: 'NoneType' object is not callable HOT 2
- Unexpected key(s) in state_dict: "config_dict", "state_dict". HOT 1
- FSSlowOhemCELoss is not defined in loss_helper
- why the refined result is white?
- can not reproduce eval result with segfix
- question about flops
- Result of refinement by SegFix on HRNet / HRNet-Semantic-Segmentation open source
- a pretrained SegFix model,
- preprocess scripts for LIP
- Checkpoints for SegFix models trained with Pytorch-1.7 have been released?
- Preprocess VOC dataset HOT 2
- need *.mat when I want to train segfix on my own dataset
- custom dataset
- label list
- About Train and Val HOT 1
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