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[Update] Refactor Docs (open-mmlab#573)
* update get_started * update * update * update * update * update * update * fix * fix * refactor en * update * update * update
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,52 @@ | ||
| _base_ = 'yolov5_s-v61_syncbn_fast_8xb16-300e_coco.py' | ||
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| data_root = './data/cat/' | ||
| class_name = ('cat', ) | ||
| num_classes = len(class_name) | ||
| metainfo = dict(classes=class_name, palette=[(20, 220, 60)]) | ||
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| anchors = [ | ||
| [(68, 69), (154, 91), (143, 162)], # P3/8 | ||
| [(242, 160), (189, 287), (391, 207)], # P4/16 | ||
| [(353, 337), (539, 341), (443, 432)] # P5/32 | ||
| ] | ||
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| max_epochs = 40 | ||
| train_batch_size_per_gpu = 12 | ||
| train_num_workers = 4 | ||
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| load_from = 'https://download.openmmlab.com/mmyolo/v0/yolov5/yolov5_s-v61_syncbn_fast_8xb16-300e_coco/yolov5_s-v61_syncbn_fast_8xb16-300e_coco_20220918_084700-86e02187.pth' # noqa | ||
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| model = dict( | ||
| backbone=dict(frozen_stages=4), | ||
| bbox_head=dict( | ||
| head_module=dict(num_classes=num_classes), | ||
| prior_generator=dict(base_sizes=anchors))) | ||
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| train_dataloader = dict( | ||
| batch_size=train_batch_size_per_gpu, | ||
| num_workers=train_num_workers, | ||
| dataset=dict( | ||
| data_root=data_root, | ||
| metainfo=metainfo, | ||
| ann_file='annotations/trainval.json', | ||
| data_prefix=dict(img='images/'))) | ||
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| val_dataloader = dict( | ||
| dataset=dict( | ||
| metainfo=metainfo, | ||
| data_root=data_root, | ||
| ann_file='annotations/trainval.json', | ||
| data_prefix=dict(img='images/'))) | ||
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| test_dataloader = val_dataloader | ||
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| val_evaluator = dict(ann_file=data_root + 'annotations/trainval.json') | ||
| test_evaluator = val_evaluator | ||
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| default_hooks = dict( | ||
| checkpoint=dict(interval=10, max_keep_ckpts=2, save_best='auto'), | ||
| param_scheduler=dict(max_epochs=max_epochs), | ||
| logger=dict(type='LoggerHook', interval=5)) | ||
| train_cfg = dict(max_epochs=max_epochs, val_interval=10) | ||
| # visualizer = dict(vis_backends = [dict(type='LocalVisBackend'), dict(type='WandbVisBackend')]) # noqa |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1 @@ | ||
| # MMYOLO cross-library application |
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