Dataset Versions
Versions
2023-10-17 11:07am
v26
· a year ago
2023-07-31 10:14am
v25
· a year ago
2023-07-19 10:48am
v24
· a year ago
2023-03-03 12:16pm
v23
· 2 years ago
2023-03-03 11:00am
v22
· 2 years ago
2023-02-24 10:14am
v20
· 2 years ago
scenario4_improved.pt
v6
· 2 years ago
Scenario4_pen_detection.pt
v5
· 2 years ago
v5
Scenario4_pen_detection.pt
Generated on Oct 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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1845 Total Images
View All Images
Dataset Split
Train Set 87%
1611Images
Valid Set 8%
152Images
Test Set 4%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -22° and +22°
Exposure: Between -24% and +24%
Blur: Up to 2px