Dataset Versions
Versions
vggface2
v23
· 2 years ago
vggface
v22
· 2 years ago
profesorji2
v21
· 3 years ago
2022-01-19 10:41pm
v20
· 3 years ago
hehe
v19
· 3 years ago
2022-01-17 11:55pm
v18
· 3 years ago
2022-01-17 11:54pm
v17
· 3 years ago
prosim
v16
· 3 years ago
2022-01-17 11:14pm
v15
· 3 years ago
123
v14
· 3 years ago
2022-01-17 10:55pm
v13
· 3 years ago
2022-01-17 4:50pm
v12
· 3 years ago
final
v11
· 3 years ago
prosimdelaj
v10
· 3 years ago
v21
profesorji2
Generated on Jan 20, 2022
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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2206 Total Images
View All Images
Dataset Split
Train Set 87%
1917Images
Valid Set 9%
201Images
Test Set 4%
88Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Filter Null: Require at least 30% of images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -20° and +20°
Grayscale: Apply to 40% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom