mmselfsup/configs/benchmarks/classification/svm_voc07.py

23 lines
715 B
Python

data_source = 'ImageList'
dataset_type = 'SingleViewDataset'
split_at = [5011]
split_name = ['voc07_trainval', 'voc07_test']
img_norm_cfg = dict(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])
data = dict(
samples_per_gpu=32,
workers_per_gpu=4,
extract=dict(
type=dataset_type,
data_source=dict(
type=data_source,
data_prefix='data/VOCdevkit/VOC2007/JPEGImages',
ann_file='data/VOCdevkit/VOC2007/Lists/trainvaltest.txt',
),
pipeline=[
dict(type='Resize', size=256),
dict(type='Resize', size=(224, 224)),
dict(type='ToTensor'),
dict(type='Normalize', **img_norm_cfg),
]))