Dataset Versions
Versions
2024-06-19 8:15am
v36
· 5 months ago
2024-06-15 2:32pm
v35
· 5 months ago
Gangguan
v34
· 5 months ago
Bentuk
v33
· 5 months ago
Warna dan Cahaya
v32
· 5 months ago
2024-06-13 5:16am
v31
· 5 months ago
2024-06-13 5:15am
v30
· 5 months ago
2024-06-13 5:15am
v28
· 5 months ago
2024-06-13 5:14am
v27
· 5 months ago
2024-06-13 5:14am
v26
· 5 months ago
2024-06-13 5:13am
v25
· 5 months ago
2024-06-13 5:13am
v24
· 5 months ago
Gangguan
v23
· 5 months ago
Cahaya
v22
· 5 months ago
Warna
v21
· 5 months ago
Bentuk2
v20
· 5 months ago
Bentuk
v19
· 5 months ago
Resize
v18
· 5 months ago
v24
2024-06-13 5:13am
Generated on Jun 13, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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315 Total Images
View All Images
Dataset Split
Train Set 100%
315Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 600x600
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.33% of pixels
Cutout: 5 boxes with 10% size each