Dataset Versions
Versions
960x800 noise 2
v88
· 5 months ago
960x800 noise 1
v87
· 5 months ago
960x800 blur 4
v86
· 5 months ago
960x800 blur 2
v85
· 5 months ago
960x800 exposure 15
v84
· 5 months ago
960x800 exposure 7
v83
· 5 months ago
960x800 darkness
v82
· 5 months ago
960x800 brightness
v81
· 5 months ago
960x800 saturation 30
v80
· 5 months ago
960x800 saturation 20
v79
· 5 months ago
960x800 saturation 10
v78
· 5 months ago
960x800 hue 20
v77
· 5 months ago
960x800 hue 15
v76
· 5 months ago
960x800 hue 10
v75
· 5 months ago
960x800 hue 5
v74
· 5 months ago
960x800 shear 10 15
v73
· 5 months ago
960x800 shear 15 15
v72
· 5 months ago
960x800 shear 15 10
v71
· 5 months ago
960x800 shear 510
v70
· 5 months ago
960x800 shear 1010
v69
· 5 months ago
960x800 shear 105
v68
· 5 months ago
960x800 shear 05
v67
· 5 months ago
960x800 shear 55
v66
· 5 months ago
960x800 shear 50
v65
· 5 months ago
960x800 rotation 15
v63
· 5 months ago
960x800 rotation 10
v62
· 5 months ago
960x800 rotation 5
v61
· 5 months ago
960x800 crop 10-15
v60
· 5 months ago
960x800 crop 5-10
v59
· 5 months ago
960x800 crop 0-5
v58
· 5 months ago
960x800 counter clock wise
v57
· 5 months ago
960x800 clockwise
v56
· 5 months ago
960x800 vertical
v55
· 5 months ago
960x800 horizontal
v54
· 5 months ago
960x800
v53
· 5 months ago
800x800 noise 2
v52
· 5 months ago
800x800 noise 1.5
v51
· 5 months ago
800x800 noise 1
v50
· 5 months ago
800x800 noise 0.5
v49
· 5 months ago
800x800 blur 4
v48
· 5 months ago
800x800 blur 3
v47
· 5 months ago
800x800 blur 2
v46
· 5 months ago
800x800 blur 1
v45
· 5 months ago
800x800 exposure 15
v44
· 5 months ago
800x800 exposure 10
v43
· 5 months ago
800x800 exposure 5
v42
· 5 months ago
800x800 dark 25
v41
· 5 months ago
800x800 dark 20
v40
· 5 months ago
800x800 dark 15
v39
· 5 months ago
800x800 dark 5
v38
· 5 months ago
800x800 dark 10
v37
· 5 months ago
800x800 brightness 25
v36
· 5 months ago
800x800 brightness 15
v35
· 5 months ago
800x800 brightness 15
v34
· 5 months ago
800x800 brightness 10
v33
· 5 months ago
800x800 brightness 5
v32
· 5 months ago
800x800 saturation 30
v31
· 5 months ago
800x800 saturation 25
v30
· 5 months ago
800x800 saturation 20
v29
· 5 months ago
800x800 saturation 15
v28
· 5 months ago
800x800 saturation 10
v27
· 5 months ago
800x800 saturation 5
v26
· 5 months ago
800x800 hue 40
v25
· 5 months ago
800x800 hue 30
v24
· 5 months ago
800x800 grayscale 20
v23
· 5 months ago
800x800 graryscale 15
v22
· 5 months ago
800x800 grayscale 10
v21
· 5 months ago
800x800 grayscale 5
v20
· 5 months ago
800x800 shear 15-15
v19
· 5 months ago
800x800 shear 15-10
v18
· 5 months ago
800x800 shear 10-10
v17
· 5 months ago
800x800 shear 10-5
v16
· 5 months ago
800x800 shear 5-5
v15
· 5 months ago
800x800 shear 5-0
v14
· 5 months ago
800x800 shear 0-5
v13
· 5 months ago
800x800 rotation 15
v12
· 5 months ago
800x800 rotation 10
v11
· 5 months ago
800x800 rotation 5
v10
· 5 months ago
800x800 crop10-15
v9
· 5 months ago
800x800 crop5-10
v8
· 5 months ago
800x800 crop0-5
v7
· 5 months ago
800x800 updown
v6
· 5 months ago
800x800 counter-clockwise
v5
· 5 months ago
800x800 clockwise
v4
· 5 months ago
800x800 vertical
v3
· 5 months ago
800x800 horizontal
v2
· 5 months ago
800x800
v1
· 5 months ago
v46
800x800 blur 2
Generated on Jul 3, 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.
Other Formats
Choose another format.
3071 Total Images
View All ImagesDataset Split
Train Set 87%
2669Images
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 2px