| worker_num: 2 | |
| TrainReader: | |
| inputs_def: | |
| num_max_boxes: 50 | |
| sample_transforms: | |
| - Decode: {} | |
| - Mixup: {alpha: 1.5, beta: 1.5} | |
| - RandomDistort: {} | |
| - RandomExpand: {fill_value: [123.675, 116.28, 103.53]} | |
| - RandomCrop: {} | |
| - RandomFlip: {} | |
| batch_transforms: | |
| - BatchRandomResize: {target_size: [320, 352, 384, 416, 448, 480, 512, 544, 576, 608], random_size: True, random_interp: True, keep_ratio: False} | |
| - NormalizeBox: {} | |
| - PadBox: {num_max_boxes: 50} | |
| - BboxXYXY2XYWH: {} | |
| - NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True} | |
| - Permute: {} | |
| - Gt2YoloTarget: {anchor_masks: [[6, 7, 8], [3, 4, 5], [0, 1, 2]], anchors: [[10, 13], [16, 30], [33, 23], [30, 61], [62, 45], [59, 119], [116, 90], [156, 198], [373, 326]], downsample_ratios: [32, 16, 8]} | |
| batch_size: 8 | |
| shuffle: true | |
| drop_last: true | |
| mixup_epoch: 250 | |
| use_shared_memory: true | |
| EvalReader: | |
| inputs_def: | |
| num_max_boxes: 50 | |
| sample_transforms: | |
| - Decode: {} | |
| - Resize: {target_size: [608, 608], keep_ratio: False, interp: 2} | |
| - NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True} | |
| - Permute: {} | |
| batch_size: 1 | |
| TestReader: | |
| inputs_def: | |
| image_shape: [3, 608, 608] | |
| sample_transforms: | |
| - Decode: {} | |
| - Resize: {target_size: [608, 608], keep_ratio: False, interp: 2} | |
| - NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True} | |
| - Permute: {} | |
| batch_size: 1 | |