Dataset Versions
Versions
Stacking_622
v20
· 2 years ago
Stacking_Img_Crop
v19
· 2 years ago
Stacking_721
v18
· 2 years ago
Stacking_Img_Flip
v17
· 2 years ago
Stacking_Noise
v16
· 2 years ago
Stacking_Blur
v15
· 2 years ago
Stacking_Flip
v13
· 2 years ago
Stacking
v11
· 2 years ago
class_0or1
v9
· 2 years ago
new_loc
v8
· 2 years ago
lateset_3
v7
· 2 years ago
latest_2
v6
· 2 years ago
Newest
v5
· 2 years ago
loc
v4
· 3 years ago
v3
v3
· 3 years ago
v2
v2
· 3 years ago
v1
v1
· 3 years ago
v11
Stacking
Generated on Mar 8, 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.
Other Formats
Choose another format.
2257 Total Images
View All Images
Dataset Split
Train Set 82%
1848Images
Valid Set 9%
204Images
Test Set 9%
205Images
Preprocessing
Auto-Orient: Applied
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels