Dataset Versions
Versions
Bean_v13_320_22012024
v13
· 10 months ago
Bean_v12_320_03122023
v12
· a year ago
Bean_v11_640_21112023
v11
· a year ago
Bean_v10_224_21112023
v10
· a year ago
Bean_20231120_640
v9
· a year ago
Weed_vs_Bean.v8-18112023
v8
· a year ago
18112023_V7
v7
· a year ago
dataset_16112023_modified less
v6
· a year ago
dataset_16112023_modified_2
v5
· a year ago
dataset_16112023_modified
v4
· a year ago
dataset_15112023_modified
v3
· a year ago
Modified_14112023
v2
· a year ago
v13
Bean_v13_320_22012024
Generated on Jan 22, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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2629 Total Images
View All Images
Dataset Split
Train Set 94%
2469Images
Valid Set 6%
160Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -14° and +14°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 1.75% of pixels