KubusAI Image Dataset
Versions
vggface2
v23
May 23, 2022
vggface
v22
May 23, 2022
profesorji2
v21
Jan 20, 2022
2022-01-19 10:41pm
v20
Jan 19, 2022
hehe
v19
Jan 18, 2022
2022-01-17 11:55pm
v18
Jan 17, 2022
2022-01-17 11:54pm
v17
Jan 17, 2022
prosim
v16
Jan 17, 2022
2022-01-17 11:14pm
v15
Jan 17, 2022
123
v14
Jan 17, 2022
2022-01-17 10:55pm
v13
Jan 17, 2022
2022-01-17 4:50pm
v12
Jan 17, 2022
final
v11
Jan 17, 2022
prosimdelaj
v10
Jan 16, 2022
v23
vggface2
Generated on May 23, 2022
Popular Download Formats
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.
1824 Total Images
View All Images
Dataset Split
Train Set 87%
1581Images
Valid Set 9%
173Images
Test Set 4%
70Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (black edges) in 224x224
Filter Null: Require at least 15% of images to contain annotations.
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
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