mirror of https://github.com/PyRetri/PyRetri.git
84 lines
1.9 KiB
Python
84 lines
1.9 KiB
Python
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# -*- coding: utf-8 -*-
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from utils.search_modules import SearchModules
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from pyretri.config import get_defaults_cfg
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pre_processes = SearchModules()
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pre_processes.add(
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"Shorter256Center224",
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{
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"batch_size": 32,
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"folder": {
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"name": "Folder"
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},
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"collate_fn": {
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"name": "CollateFn"
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},
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"transformers": {
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"names": ["ShorterResize", "CenterCrop", "ToTensor", "Normalize"],
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"ShorterResize": {
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"size": 256
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},
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"CenterCrop": {
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"size": 224
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},
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"Normalize": {
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"mean": [0.485, 0.456, 0.406],
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"std": [0.229, 0.224, 0.225]
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}
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}
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}
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)
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pre_processes.add(
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"Direct224",
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{
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"batch_size": 32,
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"folder": {
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"name": "Folder"
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},
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"collate_fn": {
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"name": "CollateFn"
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},
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"transformers": {
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"names": ["DirectResize", "ToTensor", "Normalize"],
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"DirectResize": {
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"size": (224, 224)
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},
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"Normalize": {
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"mean": [0.485, 0.456, 0.406],
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"std": [0.229, 0.224, 0.225]
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}
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}
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}
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)
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pre_processes.add(
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"PadResize224",
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{
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"batch_size": 32,
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"folder": {
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"name": "Folder"
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},
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"collate_fn": {
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"name": "CollateFn"
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},
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"transformers": {
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"names": ["PadResize", "ToTensor", "Normalize"],
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"PadResize": {
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"size": 224,
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"padding_v": [124, 116, 104]
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},
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"Normalize": {
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"mean": [0.485, 0.456, 0.406],
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"std": [0.229, 0.224, 0.225]
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}
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}
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}
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)
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cfg = get_defaults_cfg()
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pre_processes.check_valid(cfg["datasets"])
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