Dataset Versions
Versions
AnnotatedGrayUnseenHimba60
v16
· a year ago
AnnotatedUnseenHimba60
v15
· a year ago
2TilingNoMosaicNoBboxAugs
v11
· a year ago
NoTilingNoMosaicNoBboxAugs
v10
· a year ago
RAW_EXPORT
v7
· a year ago
4Tiling2809
v6
· a year ago
3Tiling1454
v5
· a year ago
NoTiling708
v3
· a year ago
2Tiling2233
v1
· a year ago
v5
3Tiling1454
Generated on Nov 13, 2023
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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1454 Total Images
View All Images
Dataset Split
Train Set 93%
1347Images
Valid Set 4%
57Images
Test Set 3%
50Images
Preprocessing
Auto-Orient: Applied
Grayscale: Applied
Tile: 3 rows x 3 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 1.5px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -15% and +15%