Merk dan Warna Motor Image Dataset
Versions
2024-05-14 8:58am
v13
May 14, 2024
2024-05-14 8:23am
v12
May 14, 2024
2024-05-11 8:01pm
v11
May 11, 2024
merkwarnanew
v10
May 11, 2024
2024-02-09 11:01pm
v9
Feb 9, 2024
2024-02-09 10:54pm
v8
Feb 9, 2024
2024-02-09 10:45pm
v7
Feb 9, 2024
2024-02-09 6:47am
v6
Feb 8, 2024
2024-02-06 2:42am
v5
Feb 5, 2024
2024-02-02 11:00am
v4
Feb 2, 2024
2024-01-31 4:41pm
v3
Jan 31, 2024
2024-01-30 11:20pm
v2
Jan 30, 2024
2024-01-26 10:54pm
v1
Jan 26, 2024
v13
2024-05-14 8:58am
Generated on May 14, 2024
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COCO JSON
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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2860 Total Images
View All ImagesDataset Split
Train Set 84%
2415Images
Valid Set 11%
306Images
Test Set 5%
139Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±2° Horizontal, ±2° Vertical
Brightness: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 1.01% of pixels
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