forked from PulseFocusPlatform/PulseFocusPlatform
104 lines
2.2 KiB
YAML
104 lines
2.2 KiB
YAML
|
TrainReader:
|
||
|
|
inputs_def:
|
||
|
|
fields: ['image', 'im_info', 'im_id', 'gt_bbox', 'gt_class', 'is_crowd', 'gt_mask']
|
||
|
|
dataset:
|
||
|
|
!COCODataSet
|
||
|
|
image_dir: train2017
|
||
|
|
anno_path: annotations/instances_train2017.json
|
||
|
|
dataset_dir: dataset/coco
|
||
|
|
sample_transforms:
|
||
|
|
- !DecodeImage
|
||
|
|
to_rgb: true
|
||
|
|
- !RandomFlipImage
|
||
|
|
prob: 0.5
|
||
|
|
is_mask_flip: true
|
||
|
|
- !NormalizeImage
|
||
|
|
is_channel_first: false
|
||
|
|
is_scale: true
|
||
|
|
mean: [0.485,0.456,0.406]
|
||
|
|
std: [0.229, 0.224,0.225]
|
||
|
|
- !ResizeImage
|
||
|
|
target_size: 800
|
||
|
|
max_size: 1333
|
||
|
|
interp: 1
|
||
|
|
use_cv2: true
|
||
|
|
- !Permute
|
||
|
|
to_bgr: false
|
||
|
|
channel_first: true
|
||
|
|
batch_transforms:
|
||
|
|
- !PadBatch
|
||
|
|
pad_to_stride: 32
|
||
|
|
use_padded_im_info: false
|
||
|
|
batch_size: 1
|
||
|
|
shuffle: true
|
||
|
|
worker_num: 2
|
||
|
|
drop_last: false
|
||
|
|
use_process: false
|
||
|
|
|
||
|
|
EvalReader:
|
||
|
|
inputs_def:
|
||
|
|
fields: ['image', 'im_info', 'im_id', 'im_shape']
|
||
|
|
# for voc
|
||
|
|
#fields: ['image', 'im_info', 'im_id', 'gt_bbox', 'gt_class', 'is_difficult']
|
||
|
|
dataset:
|
||
|
|
!COCODataSet
|
||
|
|
image_dir: val2017
|
||
|
|
anno_path: annotations/instances_val2017.json
|
||
|
|
dataset_dir: dataset/coco
|
||
|
|
sample_transforms:
|
||
|
|
- !DecodeImage
|
||
|
|
to_rgb: true
|
||
|
|
- !NormalizeImage
|
||
|
|
is_channel_first: false
|
||
|
|
is_scale: true
|
||
|
|
mean: [0.485,0.456,0.406]
|
||
|
|
std: [0.229, 0.224,0.225]
|
||
|
|
- !ResizeImage
|
||
|
|
interp: 1
|
||
|
|
max_size: 1333
|
||
|
|
target_size: 800
|
||
|
|
use_cv2: true
|
||
|
|
- !Permute
|
||
|
|
channel_first: true
|
||
|
|
to_bgr: false
|
||
|
|
batch_transforms:
|
||
|
|
- !PadBatch
|
||
|
|
pad_to_stride: 32
|
||
|
|
use_padded_im_info: true
|
||
|
|
batch_size: 1
|
||
|
|
shuffle: false
|
||
|
|
drop_last: false
|
||
|
|
drop_empty: false
|
||
|
|
worker_num: 2
|
||
|
|
|
||
|
|
TestReader:
|
||
|
|
inputs_def:
|
||
|
|
fields: ['image', 'im_info', 'im_id', 'im_shape']
|
||
|
|
dataset:
|
||
|
|
!ImageFolder
|
||
|
|
anno_path: annotations/instances_val2017.json
|
||
|
|
sample_transforms:
|
||
|
|
- !DecodeImage
|
||
|
|
to_rgb: true
|
||
|
|
with_mixup: false
|
||
|
|
- !NormalizeImage
|
||
|
|
is_channel_first: false
|
||
|
|
is_scale: true
|
||
|
|
mean: [0.485,0.456,0.406]
|
||
|
|
std: [0.229, 0.224,0.225]
|
||
|
|
- !ResizeImage
|
||
|
|
interp: 1
|
||
|
|
max_size: 1333
|
||
|
|
target_size: 800
|
||
|
|
use_cv2: true
|
||
|
|
- !Permute
|
||
|
|
channel_first: true
|
||
|
|
to_bgr: false
|
||
|
|
batch_transforms:
|
||
|
|
- !PadBatch
|
||
|
|
pad_to_stride: 32
|
||
|
|
use_padded_im_info: true
|
||
|
|
batch_size: 1
|
||
|
|
shuffle: false
|
||
|
|
drop_last: false
|