Dataset Versions
Versions
2024-03-18 12:53am
v60
· 8 months ago
2024-03-18 12:47am
v59
· 8 months ago
2024-03-18 12:42am
v58
· 8 months ago
2024-03-18 12:37am
v57
· 8 months ago
2024-03-18 12:33am
v56
· 8 months ago
2024-03-18 12:07am
v55
· 8 months ago
2024-03-18 12:00am
v54
· 8 months ago
2024-03-17 11:56pm
v53
· 8 months ago
2024-03-17 11:49pm
v52
· 8 months ago
2024-03-14 4:05pm
v51
· 8 months ago
2024-03-14 3:42pm
v50
· 8 months ago
2024-03-14 12:40pm
v49
· 8 months ago
2024-03-14 12:36pm
v48
· 8 months ago
2024-03-14 12:32pm
v47
· 8 months ago
2024-03-14 12:26pm
v46
· 8 months ago
2024-03-14 12:22pm
v45
· 8 months ago
2024-03-14 12:19pm
v44
· 8 months ago
2024-03-14 12:15pm
v43
· 8 months ago
2024-03-14 12:11pm
v42
· 8 months ago
2024-03-14 12:07pm
v41
· 8 months ago
2024-03-14 12:03pm
v40
· 8 months ago
2024-03-14 11:57am
v39
· 8 months ago
2024-03-14 11:53am
v38
· 8 months ago
2024-03-14 11:44am
v37
· 8 months ago
2024-03-14 11:37am
v36
· 8 months ago
2024-03-14 11:31am
v35
· 8 months ago
2024-03-14 11:28am
v34
· 8 months ago
2024-03-14 1:44am
v33
· 8 months ago
2024-03-14 1:40am
v32
· 8 months ago
2024-03-14 1:37am
v31
· 8 months ago
2024-03-14 1:33am
v30
· 8 months ago
2024-03-14 1:30am
v29
· 8 months ago
2024-03-14 1:26am
v28
· 8 months ago
2024-03-14 1:22am
v27
· 8 months ago
2024-03-14 1:18am
v26
· 8 months ago
2024-03-14 1:14am
v25
· 8 months ago
2024-03-14 1:08am
v24
· 8 months ago
2024-03-14 1:06am
v23
· 8 months ago
2024-03-14 1:03am
v22
· 8 months ago
2024-03-14 12:58am
v21
· 8 months ago
2024-03-14 12:50am
v20
· 8 months ago
2024-03-14 12:45am
v19
· 8 months ago
2024-03-14 12:40am
v18
· 8 months ago
2024-03-14 12:39am
v17
· 8 months ago
2024-03-14 12:37am
v16
· 8 months ago
2024-03-14 12:10am
v15
· 8 months ago
2024-03-14 12:00am
v14
· 8 months ago
2024-03-13 11:52pm
v13
· 8 months ago
2024-03-13 11:48pm
v12
· 8 months ago
2024-03-13 11:43pm
v11
· 8 months ago
2024-03-13 11:36pm
v10
· 8 months ago
2024-03-13 11:31pm
v9
· 8 months ago
2024-03-13 11:22pm
v8
· 8 months ago
2024-03-13 11:15pm
v7
· 8 months ago
2024-03-13 11:10pm
v6
· 8 months ago
2024-03-13 11:02pm
v5
· 8 months ago
2024-03-13 11:01pm
v4
· 8 months ago
2024-03-13 8:32pm
v3
· 8 months ago
2024-03-13 8:22pm
v2
· 8 months ago
2024-03-13 8:11pm
v1
· 8 months ago
v14
2024-03-14 12:00am
Generated on Mar 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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Preprocessing
Auto-Orient: Applied
Static Crop: 36-72% Horizontal Region, 32-69% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels