Spaces:
Build error
Build error
| # dataset settings | |
| dataset_type = 'PanopticSceneGraphDataset' | |
| ann_file = './data/psg/psg.json' | |
| coco_root = './data/coco' | |
| img_norm_cfg = dict(mean=[123.675, 116.28, 103.53], | |
| std=[58.395, 57.12, 57.375], | |
| to_rgb=True) | |
| train_pipeline = [ | |
| dict(type='LoadImageFromFile'), | |
| dict( | |
| type='LoadPanopticSceneGraphAnnotations', | |
| with_bbox=True, | |
| with_mask=True, | |
| with_seg=True, | |
| ), | |
| dict(type='Resize', img_scale=(1333, 800), keep_ratio=True), | |
| dict(type='RandomFlip', flip_ratio=0.5), | |
| dict(type='Normalize', **img_norm_cfg), | |
| dict(type='Pad', size_divisor=32), | |
| dict(type='SegRescale', scale_factor=1 / 4), | |
| dict(type='DefaultFormatBundle'), | |
| dict( | |
| type='Collect', | |
| keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks', 'gt_semantic_seg'], | |
| ), | |
| ] | |
| test_pipeline = [ | |
| dict(type='LoadImageFromFile'), | |
| dict( | |
| type='MultiScaleFlipAug', | |
| img_scale=(1333, 800), | |
| flip=False, | |
| transforms=[ | |
| dict(type='Resize', keep_ratio=True), | |
| dict(type='RandomFlip'), | |
| dict(type='Normalize', **img_norm_cfg), | |
| dict(type='Pad', size_divisor=32), | |
| dict(type='ImageToTensor', keys=['img']), | |
| dict(type='Collect', keys=['img']), | |
| ], | |
| ), | |
| ] | |
| data = dict( | |
| samples_per_gpu=2, | |
| workers_per_gpu=2, | |
| train=dict( | |
| type=dataset_type, | |
| ann_file=ann_file, | |
| img_prefix=coco_root, | |
| seg_prefix=coco_root, | |
| pipeline=train_pipeline, | |
| split='train', | |
| ), | |
| val=dict( | |
| type=dataset_type, | |
| ann_file=ann_file, | |
| img_prefix=coco_root, | |
| seg_prefix=coco_root, | |
| pipeline=test_pipeline, | |
| split='test', | |
| ), | |
| test=dict( | |
| type=dataset_type, | |
| ann_file=ann_file, | |
| img_prefix=coco_root, | |
| seg_prefix=coco_root, | |
| pipeline=test_pipeline, | |
| split='test', | |
| ), | |
| ) | |
| evaluation = dict(interval=1, metric='PQ') | |