Dataset Versions
Versions
2023-06-09 10:24pm
v15
· 2 years ago
Final training
v14
· 2 years ago
YOLOv8 - 5 class
v12
· 2 years ago
YOLO v8 - 1 class
v11
· 2 years ago
YOLO v5 - 1 class
v10
· 2 years ago
YOLO v5 - 4 classes
v9
· 2 years ago
YOLO v8
v8
· 2 years ago
YOLO v5
v7
· 2 years ago
2023-05-18 11:48am
v6
· 2 years ago
COCO
v5
· 2 years ago
2023-05-17 11:19pm
v4
· 2 years ago
Mask R-CNN
v3
· 2 years ago
YOLO v7
v2
· 2 years ago
Roboflow 2.0
v1
· 2 years ago
v12
YOLOv8 - 5 class
Generated on Jun 1, 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.
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820 Total Images
View All Images
Dataset Split
Train Set 95%
780Images
Valid Set 2%
20Images
Test Set 2%
20Images
Preprocessing
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -8° and +8°
Brightness: Between -38% and +38%
Blur: Up to 1.75px
Cutout: 7 boxes with 12% size each