Delete config.json
Browse files- config.json +0 -219
config.json
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{
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"norm_cfg": {
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"type": "SyncBN",
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"requires_grad": true
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},
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"model": {
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"type": "EncoderDecoder",
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"pretrained": "pretrained/swin_small_patch4_window7_224.pth",
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"backbone": {
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"type": "SwinTransformer",
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"embed_dim": 96,
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"depths": [2, 2, 18, 2],
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"num_heads": [3, 6, 12, 24],
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"window_size": 7,
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"mlp_ratio": 4.0,
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"qkv_bias": true,
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"qk_scale": null,
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"drop_rate": 0.0,
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"attn_drop_rate": 0.0,
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"drop_path_rate": 0.3,
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"ape": false,
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"patch_norm": true,
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"out_indices": [0, 1, 2, 3],
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"use_checkpoint": false
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},
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"decode_head": {
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"type": "UPerHead",
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"in_channels": [96, 192, 384, 768],
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"in_index": [0, 1, 2, 3],
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"pool_scales": [1, 2, 3, 6],
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"channels": 512,
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"dropout_ratio": 0.1,
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"num_classes": 104,
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"norm_cfg": {
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"type": "SyncBN",
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"requires_grad": true
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},
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"align_corners": false,
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"loss_decode": {
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"type": "CrossEntropyLoss",
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"use_sigmoid": false,
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"loss_weight": 1.0
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}
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},
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"auxiliary_head": {
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"type": "FCNHead",
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"in_channels": 384,
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"in_index": 2,
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"channels": 256,
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"num_convs": 1,
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"concat_input": false,
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"dropout_ratio": 0.1,
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"num_classes": 104,
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"norm_cfg": {
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"type": "SyncBN",
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"requires_grad": true
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},
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"align_corners": false,
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"loss_decode": {
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"type": "CrossEntropyLoss",
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"use_sigmoid": false,
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"loss_weight": 0.4
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}
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},
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"train_cfg": {},
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"test_cfg": {
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"mode": "whole"
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}
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},
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"dataset_type": "CustomDataset",
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"data_root": "./data/FoodSeg103/Images/",
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"img_norm_cfg": {
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"mean": [123.675, 116.28, 103.53],
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"std": [58.395, 57.12, 57.375],
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"to_rgb": true
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},
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"crop_size": [512, 1024],
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"train_pipeline": [
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{
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"type": "LoadImageFromFile"
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},
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{
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"type": "LoadAnnotations"
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},
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{
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"type": "Resize",
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"img_scale": [2048, 1024],
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"ratio_range": [0.5, 2.0]
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},
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{
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"type": "RandomCrop",
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"crop_size": [512, 1024],
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"cat_max_ratio": 0.75
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},
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{
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"type": "RandomFlip",
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"prob": 0.5
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},
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{
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"type": "PhotoMetricDistortion"
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},
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{
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"type": "Normalize",
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"mean": [123.675, 116.28, 103.53],
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"std": [58.395, 57.12, 57.375],
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"to_rgb": true
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},
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{
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"type": "Pad",
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"size": [512, 1024],
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"pad_val": 0,
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"seg_pad_val": 255
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},
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{
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"type": "DefaultFormatBundle"
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},
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{
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"type": "Collect",
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"keys": ["img", "gt_semantic_seg"]
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}
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],
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"test_pipeline": [
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{
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"type": "LoadImageFromFile"
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},
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{
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"type": "MultiScaleFlipAug",
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"img_scale": [2048, 1024],
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"flip": false,
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"transforms": [
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{
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"type": "Resize",
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"keep_ratio": true
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},
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{
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"type": "RandomFlip"
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},
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{
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"type": "Normalize",
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"mean": [123.675, 116.28, 103.53],
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"std": [58.395, 57.12, 57.375],
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"to_rgb": true
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},
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{
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"type": "ImageToTensor",
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"keys": ["img"]
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},
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{
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"type": "Collect",
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"keys": ["img"]
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}
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]
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}
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],
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"data": {
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"samples_per_gpu": 2,
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"workers_per_gpu": 2,
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"train": {
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"type": "CustomDataset",
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"data_root": "./data/FoodSeg103/Images/",
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"img_dir": "img_dir/train",
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"ann_dir": "ann_dir/train",
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"pipeline": [
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{
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"type": "LoadImageFromFile"
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},
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{
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"type": "LoadAnnotations"
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},
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{
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"type": "Resize",
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"img_scale": [2048, 1024],
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"ratio_range": [0.5, 2.0]
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},
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{
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"type": "RandomCrop",
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"crop_size": [512, 1024],
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"cat_max_ratio": 0.75
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},
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{
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"type": "RandomFlip",
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"prob": 0.5
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},
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{
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"type": "PhotoMetricDistortion"
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},
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{
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"type": "Normalize",
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"mean": [123.675, 116.28, 103.53],
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"std": [58.395, 57.12, 57.375],
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"to_rgb": true
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},
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{
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"type": "Pad",
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"size": [512, 1024],
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"pad_val": 0,
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"seg_pad_val": 255
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},
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{
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"type": "DefaultFormatBundle"
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},
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{
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"type": "Collect",
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"keys": ["img", "gt_semantic_seg"]
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}
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]
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},
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"val": {
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"type": "CustomDataset",
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"data_root": "./data/FoodSeg103/Images/",
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"img_dir": "img_dir/test",
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"ann_dir": "ann_dir/test",
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"pipeline": [
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{
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"type": "LoadImageFromFile"
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},
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{
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"type": "MultiScaleFlipAug",
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"img_scale": [2048, 1024],
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