Dataset Versions
Versions
960x800 noise 2
v88
· 4 months ago
960x800 noise 1
v87
· 4 months ago
960x800 blur 4
v86
· 4 months ago
960x800 blur 2
v85
· 4 months ago
960x800 exposure 15
v84
· 4 months ago
960x800 exposure 7
v83
· 4 months ago
960x800 darkness
v82
· 4 months ago
960x800 brightness
v81
· 4 months ago
960x800 saturation 30
v80
· 4 months ago
960x800 saturation 20
v79
· 4 months ago
960x800 saturation 10
v78
· 4 months ago
960x800 hue 20
v77
· 4 months ago
960x800 hue 15
v76
· 4 months ago
960x800 hue 10
v75
· 4 months ago
960x800 hue 5
v74
· 4 months ago
960x800 shear 10 15
v73
· 4 months ago
960x800 shear 15 15
v72
· 4 months ago
960x800 shear 15 10
v71
· 4 months ago
960x800 shear 510
v70
· 4 months ago
960x800 shear 1010
v69
· 4 months ago
960x800 shear 105
v68
· 4 months ago
960x800 shear 05
v67
· 4 months ago
960x800 shear 55
v66
· 4 months ago
960x800 shear 50
v65
· 4 months ago
960x800 rotation 15
v63
· 4 months ago
960x800 rotation 10
v62
· 4 months ago
960x800 rotation 5
v61
· 4 months ago
960x800 crop 10-15
v60
· 4 months ago
960x800 crop 5-10
v59
· 4 months ago
960x800 crop 0-5
v58
· 4 months ago
960x800 counter clock wise
v57
· 4 months ago
960x800 clockwise
v56
· 4 months ago
960x800 vertical
v55
· 4 months ago
960x800 horizontal
v54
· 4 months ago
960x800
v53
· 4 months ago
800x800 noise 2
v52
· 4 months ago
800x800 noise 1.5
v51
· 4 months ago
800x800 noise 1
v50
· 4 months ago
800x800 noise 0.5
v49
· 4 months ago
800x800 blur 4
v48
· 4 months ago
800x800 blur 3
v47
· 4 months ago
800x800 blur 2
v46
· 4 months ago
800x800 blur 1
v45
· 4 months ago
800x800 exposure 15
v44
· 4 months ago
800x800 exposure 10
v43
· 4 months ago
800x800 exposure 5
v42
· 4 months ago
800x800 dark 25
v41
· 4 months ago
800x800 dark 20
v40
· 4 months ago
800x800 dark 15
v39
· 4 months ago
800x800 dark 5
v38
· 4 months ago
800x800 dark 10
v37
· 4 months ago
800x800 brightness 25
v36
· 4 months ago
800x800 brightness 15
v35
· 4 months ago
800x800 brightness 15
v34
· 4 months ago
800x800 brightness 10
v33
· 4 months ago
800x800 brightness 5
v32
· 4 months ago
800x800 saturation 30
v31
· 4 months ago
800x800 saturation 25
v30
· 4 months ago
800x800 saturation 20
v29
· 4 months ago
800x800 saturation 15
v28
· 4 months ago
800x800 saturation 10
v27
· 4 months ago
800x800 saturation 5
v26
· 4 months ago
800x800 hue 40
v25
· 4 months ago
800x800 hue 30
v24
· 4 months ago
800x800 grayscale 20
v23
· 4 months ago
800x800 graryscale 15
v22
· 4 months ago
800x800 grayscale 10
v21
· 4 months ago
800x800 grayscale 5
v20
· 4 months ago
800x800 shear 15-15
v19
· 4 months ago
800x800 shear 15-10
v18
· 4 months ago
800x800 shear 10-10
v17
· 4 months ago
800x800 shear 10-5
v16
· 4 months ago
800x800 shear 5-5
v15
· 4 months ago
800x800 shear 5-0
v14
· 4 months ago
800x800 shear 0-5
v13
· 4 months ago
800x800 rotation 15
v12
· 4 months ago
800x800 rotation 10
v11
· 4 months ago
800x800 rotation 5
v10
· 4 months ago
800x800 crop10-15
v9
· 4 months ago
800x800 crop5-10
v8
· 4 months ago
800x800 crop0-5
v7
· 4 months ago
800x800 updown
v6
· 4 months ago
800x800 counter-clockwise
v5
· 4 months ago
800x800 clockwise
v4
· 4 months ago
800x800 vertical
v3
· 4 months ago
800x800 horizontal
v2
· 4 months ago
800x800
v1
· 4 months ago
v47
800x800 blur 3
Generated on Jul 3, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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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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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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3112 Total Images
View All ImagesDataset Split
Train Set 87%
2710Images
Valid Set 9%
268Images
Test Set 4%
134Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x800
Augmentations
Outputs per training example: 3
Blur: Up to 3px