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feat: api resize option #202

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Merged
merged 3 commits into from
Jan 23, 2024
Merged

feat: api resize option #202

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f7e3423
feat: api resize option
Jan 22, 2024
1d37f23
fix: resize_dimension
Jan 23, 2024
0b3d937
debug: resize_option
Jan 23, 2024
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6 changes: 4 additions & 2 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -3093,9 +3093,11 @@ Get training jobs.
```python
training_job = client.execute_training_job(
dataset_name="dataset_name",
base_model_name="fastlabel_object_detection_light", // "fastlabel_object_detection_light" or "fastlabel_object_detection_high_accuracy"
base_model_name="fastlabel_object_detection_light", // "fastlabel_object_detection_light" or "fastlabel_object_detection_high_accuracy" or "fastlabel_u_net_general"
epoch=300,
use_dataset_train_val=True
use_dataset_train_val=True,
resize_option="fixed", // optional, "fixed" or "none"
resize_dimension=1024, // optional, 512 or 1024
)

```
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6 changes: 5 additions & 1 deletion fastlabel/__init__.py
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Expand Up @@ -6,7 +6,7 @@
import re
from concurrent.futures import ThreadPoolExecutor
from pathlib import Path
from typing import List, Optional, Union
from typing import List, Literal, Optional, Union

import aiohttp
import cv2
Expand Down Expand Up @@ -4248,6 +4248,8 @@ def execute_training_job(
instance_type: str = "ml.p3.2xlarge",
batch_size: int = None,
learning_rate: float = None,
resize_option: Optional[Literal["fixed", "none"]] = None,
resize_dimension: Optional[int] = None,
) -> list:
"""
Returns a list of training jobs.
Expand All @@ -4266,6 +4268,8 @@ def execute_training_job(
"instanceType": instance_type,
"batchSize": batch_size,
"learningRate": learning_rate,
"resizeOption": resize_option,
"resizeDimension": resize_dimension,
}

return self.api.post_request(
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