AutoAnchor and AutoBatch LOGGER (#5635)
* AutoBatch, AutoAnchor `LOGGER` * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update autoanchor.py Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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@@ -17,8 +17,8 @@ import seaborn as sn
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import torch
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from PIL import Image, ImageDraw, ImageFont
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from utils.general import (Timeout, check_requirements, clip_coords, increment_path, is_ascii, is_chinese, try_except,
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user_config_dir, xywh2xyxy, xyxy2xywh)
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from utils.general import (LOGGER, Timeout, check_requirements, clip_coords, increment_path, is_ascii, is_chinese,
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try_except, user_config_dir, xywh2xyxy, xyxy2xywh)
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from utils.metrics import fitness
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# Settings
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@@ -328,7 +328,7 @@ def plot_val_study(file='', dir='', x=None): # from utils.plots import *; plot_
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@Timeout(30) # known issue https://github.com/ultralytics/yolov5/issues/5611
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def plot_labels(labels, names=(), save_dir=Path('')):
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# plot dataset labels
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print('Plotting labels... ')
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LOGGER.info(f"Plotting labels to {save_dir / 'labels.jpg'}... ")
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c, b = labels[:, 0], labels[:, 1:].transpose() # classes, boxes
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nc = int(c.max() + 1) # number of classes
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x = pd.DataFrame(b.transpose(), columns=['x', 'y', 'width', 'height'])
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