Dataset Versions
Versions
2024-04-20 10:23pm
v22
· 7 months ago
2024-04-02 1:00pm
v21
· 8 months ago
2024-03-27 12:34pm
v20
· 8 months ago
2024-03-27 12:31pm
v19
· 8 months ago
4_class
v18
· a year ago
one_class
v17
· a year ago
resize_obj_det_ready2
v16
· a year ago
2023-08-14 1:03pm
v7
· a year ago
TOP_FIVE_CLASSES
v6
· a year ago
classification_ready
v5
· a year ago
resize_obj_det_ready
v4
· a year ago
80_20_split
v3
· a year ago
2023-08-09 9:46pm
v1
· a year ago
v19
2024-03-27 12:31pm
Generated on Mar 27, 2024
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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4966 Total Images
View All Images
Dataset Split
Train Set 92%
4584Images
Valid Set 4%
191Images
Test Set 4%
191Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 363 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -33% and +33%
Brightness: Between -25% and +25%