Dataset Versions
Versions
2023-12-03 1:34am
v16
· a year ago
2023-12-01 11:45am
v15
· a year ago
2023-12-01 2:39am
v14
· a year ago
Gray-Hist
v13
· a year ago
fail
v12
· a year ago
2023-11-30 10:50pm
v11
· a year ago
2023-11-30 2:26am
v10
· a year ago
2023-11-29 9:56pm
v9
· a year ago
Remove augmentation
v8
· a year ago
Added smartphone dataset
v7
· a year ago
Contrast Stretcching
v6
· a year ago
Adaptive Equalization
v5
· a year ago
Grayscale only
v4
· a year ago
Grayscaled-tiled
v3
· a year ago
Prototype Dataset
v2
· a year ago
v12
fail
Generated on Nov 30, 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.
732 Total Images
View All Images
Dataset Split
Train Set 87%
640Images
Valid Set 8%
62Images
Test Set 4%
30Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°