我想以這種方式添加額外的增強(qiáng): additional_aug=[zoom_crop(scale=(0.75,1.25), do_rand=False), brightness(), contrast() ]tfms = get_transforms(do_flip=True,flip_vert=True,max_lighting=0.2, xtra_tfms=additional_aug)data = (ImageList.from_df(df=df,path='./',cols='path') .split_by_rand_pct(0.2) .label_from_df(cols='diagnosis',label_cls=FloatList) .transform(tfms,size=sz,resize_method=ResizeMethod.SQUISH,padding_mode='zeros') .databunch(bs=bs,num_workers=4) .normalize(imagenet_stats) )但我得到錯(cuò)誤:--------------------------------------------------------------------------AttributeError Traceback (most recent call last)/opt/conda/lib/python3.6/site-packages/fastai/data_block.py in _check_kwargs(ds, tfms, **kwargs) 590 x = ds[0]--> 591 try: x.apply_tfms(tfms, **kwargs) 592 except Exception as e:/opt/conda/lib/python3.6/site-packages/fastai/vision/image.py in apply_tfms(self, tfms, do_resolve, xtra, size, resize_method, mult, padding_mode, mode, remove_out) 105 if resize_method <= 2 and size is not None: tfms = self._maybe_add_crop_pad(tfms)--> 106 tfms = sorted(tfms, key=lambda o: o.tfm.order) 107 if do_resolve: _resolve_tfms(tfms)/opt/conda/lib/python3.6/site-packages/fastai/vision/image.py in <lambda>(o) 105 if resize_method <= 2 and size is not None: tfms = self._maybe_add_crop_pad(tfms)--> 106 tfms = sorted(tfms, key=lambda o: o.tfm.order) 107 if do_resolve: _resolve_tfms(tfms)AttributeError: 'list' object has no attribute 'tfm'During handling of the above exception, another exception occurred:根據(jù)文檔xtra_tfms:Optional[ Collection[ ]]= ) → [ ] Transform NoneCollection Transform如何讓它工作?
1 回答

弒天下
TA貢獻(xiàn)1818條經(jīng)驗(yàn) 獲得超8個(gè)贊
我遇到了這個(gè)問(wèn)題,解決方案非常簡(jiǎn)單。只需在列表包圍的單獨(dú)列表中調(diào)用要應(yīng)用的每個(gè)轉(zhuǎn)換函數(shù),并將其傳遞給 get_transforms 函數(shù)的 xtra_tfms 參數(shù)。(它甚至可以是元組的元組或任何集合)
additional_aug=[[zoom_crop(scale=(0.75,1.25), do_rand=False)],
[brightness()],
[contrast()]]
tfms = get_transforms(do_flip=True,
flip_vert=True,
max_lighting=0.2,
xtra_tfms=additional_aug)
希望這能解決您的問(wèn)題。
添加回答
舉報(bào)
0/150
提交
取消