Dataset Versions
Versions
2022-07-10 3:15pm
v9
· 2 years ago
2022-07-10 1:45pm
v8
· 2 years ago
tsd4_actualdataset_train75_valid20_test5_noresize
v7
· 2 years ago
TSD_4_brightness_blur_rotation_noise2022-06-16_train75_valid_20_test5_no_resize
v6
· 2 years ago
TSD_4_brightness_blur_rotation_noise2022-06-16_train75_valid_20_test5_with_mosaic_no_resize
v5
· 2 years ago
TSD_4_brightness_blur_rotation_noise2022-06-16_train75_valid_20_test5_with_mosaic
v4
· 2 years ago
TSD_4_brightness_blur_rotation_noise2022-06-16_train75_valid_20_test5
v3
· 2 years ago
TSD_4_brightness_blur_rotation_noise2022-06-16
v2
· 2 years ago
augmented-images
v1
· 3 years ago
v5
TSD_4_brightness_blur_rotation_noise2022-06-16_train75_valid_20_test5_with_mosaic_no_resize
Generated on Jun 16, 2022
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TXT annotations and YAML config used with YOLOv8.
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2191 Total Images
View All Images
Dataset Split
Train Set 90%
1974Images
Valid Set 8%
172Images
Test Set 2%
45Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels
Mosaic: Applied