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🔀 Merge pull request #35 from boostcampaitech4lv23cv3/classwise
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✨ Update WandB logging strategy
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nanpuhaha authored Feb 1, 2023
2 parents b11e970 + 2d9d989 commit 7f0e621
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Showing 6 changed files with 30 additions and 15 deletions.
35 changes: 20 additions & 15 deletions mmyolo/configs/_emergency_/_base_/default_runtime.py
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@@ -1,21 +1,25 @@
default_scope = "mmyolo"

# dataset version 3
# num_classes = 4
# metainfo = dict(
# classes=("ambulance", "fire truck", "ladder truck", "police car")
# )

# dataset version 4
# num_classes = 3
# metainfo = dict(
# classes=("ambulance", "fire truck", "police car")
# )

# data directory and annotation file paths
# choose dataset version
# dataset_version = "ver3"
dataset_version = "ver4"

if dataset_version == "ver3":
num_classes = 4
classes=("ambulance", "fire truck", "ladder truck", "police car")
train_ann_file = "labels/*.json"
val_ann_file = "labels/*.json"
elif dataset_version == "ver4":
num_classes = 3
classes=("ambulance", "fire truck", "police car")
train_ann_file = "labels/*.json"
val_ann_file = "labels/*.json"

metainfo = dict(classes=classes)
dataset_prefix = dataset_version

# dataset directory
data_root = "/opt/ml/input/"
train_ann_file = "labels/*.json"
val_ann_file = "labels/*.json"

default_hooks = dict(
timer=dict(type="IterTimerHook"),
Expand All @@ -40,6 +44,7 @@
"entity": "boostcamp-ai-tech-4-cv-17",
"project": "Final Project",
"name": "model_name",
"group": dataset_version,
},
),
]
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Expand Up @@ -257,6 +257,8 @@
proposal_nums=(100, 1, 10),
ann_file=data_root + _base_.val_ann_file,
metric="bbox",
classwise=True,
prefix=_base_.dataset_prefix
)
test_evaluator = val_evaluator

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Expand Up @@ -274,6 +274,8 @@
proposal_nums=(100, 1, 10),
ann_file=data_root + _base_.val_ann_file,
metric="bbox",
classwise=True,
prefix=_base_.dataset_prefix
)
test_evaluator = val_evaluator

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Expand Up @@ -288,6 +288,8 @@
proposal_nums=(100, 1, 10),
ann_file=data_root + _base_.val_ann_file,
metric="bbox",
classwise=True,
prefix=_base_.dataset_prefix
)
test_evaluator = val_evaluator

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Expand Up @@ -284,6 +284,8 @@
proposal_nums=(100, 1, 10), # Can be accelerated
ann_file=data_root + _base_.val_ann_file,
metric="bbox",
classwise=True,
prefix=_base_.dataset_prefix
)
test_evaluator = val_evaluator

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Expand Up @@ -316,6 +316,8 @@
proposal_nums=(100, 1, 10),
ann_file=data_root + _base_.val_ann_file,
metric="bbox",
classwise=True,
prefix=_base_.dataset_prefix
)
test_evaluator = val_evaluator

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