Dataset Versions
Versions
2021-10-11 10:47pm v12 plus grayscale
v13
· 3 years ago
2021-10-11 9:47am -v9 adjust brightness to get towards yellow
v12
· 3 years ago
2021-10-10 4:04pm-add bounding box aug 2 class
v11
· 3 years ago
2021-10-10 2:31pm-add bounding box aug
v10
· 3 years ago
2021-10-10 2:01pm - 2 classes
v9
· 3 years ago
2021-10-10 10:40am
v8
· 3 years ago
2021-10-10 10:09am
v7
· 3 years ago
2021-10-10 9:29am
v6
· 3 years ago
2021-10-09 3:03pm
v5
· 3 years ago
2021-10-09 1:46pm
v2
· 3 years ago
2021-10-09 11:45am
v1
· 3 years ago
v10
2021-10-10 2:31pm-add bounding box aug
Generated on Oct 10, 2021
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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926 Total Images
View All Images
Dataset Split
Train Set 87%
810Images
Valid Set 8%
77Images
Test Set 4%
39Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Shear: ±3° Horizontal, ±3° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%