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Nguyễn Phước Thành
2025-08-05 21:42:23 +07:00
parent 3fd270c8bd
commit 96a1de908f
6 changed files with 706 additions and 30 deletions
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8
src/config_manager.py
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@@ -44,7 +44,13 @@ class ConfigManager:
"log_file": "logs/data_augmentation.log"
},
"augmentation": {
"rotation": {"enabled": True, "angles": [30, 60, 120, 150, 180, 210, 240, 300, 330], "probability": 1.0}
"rotation": {"enabled": True, "angles": [30, 60, 120, 150, 180, 210, 240, 300, 330], "probability": 1.0},
"random_cropping": {"enabled": True, "ratio_range": [0.7, 1.0], "probability": 1.0},
"random_noise": {"enabled": True, "mean_range": [0.0, 0.7], "variance_range": [0.0, 0.1], "probability": 1.0},
"partial_blockage": {"enabled": True, "num_occlusions_range": [1, 100], "coverage_range": [0.0, 0.25], "variance_range": [0.0, 0.1], "probability": 1.0},
"grayscale": {"enabled": True, "probability": 1.0},
"blurring": {"enabled": True, "kernel_ratio_range": [0.0, 0.0084], "probability": 1.0},
"brightness_contrast": {"enabled": True, "alpha_range": [0.4, 3.0], "beta_range": [1, 100], "probability": 1.0}
},
"processing": {
"target_size": [224, 224],