Dataset Versions
Versions
0.3_
v18
· a year ago
0.2_Shaposhnikov
v17
· a year ago
0.1_Shaposhnikov
v15
· a year ago
0.0_Shaposhnikov
v14
· a year ago
10.5_Shaposhnikov
v13
· a year ago
3521img_FlipHrz-shear-rotatet-Shmatkov
v12
· a year ago
4501img_FlipHrz-shear-rotatet-Shmatkov
v9
· a year ago
2492img_Flip- rotation- shear_Shmatkov
v5
· a year ago
vlad-lo_2640_pic
v3
· a year ago
Malitski-1205im-resize-augment
v2
· a year ago
v13
10.5_Shaposhnikov
Generated on Sep 21, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv9.
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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.
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3521 Total Images
View All Images
Dataset Split
Train Set 88%
3114Images
Valid Set 6%
214Images
Test Set 5%
193Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical