| worker_num: 4 |
| TrainReader: |
| inputs_def: |
| num_max_boxes: 100 |
| 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: [192, 224, 256, 288, 320, 352, 384, 416, 448, 480, 512], random_size: True, random_interp: True, keep_ratio: False} |
| - NormalizeBox: {} |
| - PadBox: {num_max_boxes: 100} |
| - 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, 15], [24, 36], [72, 42], [35, 87], [102, 96], [60, 170], [220, 125], [128, 222], [264, 266]], downsample_ratios: [32, 16, 8]} |
| batch_size: 32 |
| shuffle: true |
| drop_last: true |
| mixup_epoch: 500 |
| use_shared_memory: true |
|
|
| EvalReader: |
| sample_transforms: |
| - Decode: {} |
| - Resize: {target_size: [320, 320], 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: 8 |
|
|
| TestReader: |
| inputs_def: |
| image_shape: [3, 320, 320] |
| sample_transforms: |
| - Decode: {} |
| - Resize: {target_size: [320, 320], 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 |
|
|
