Dataset Versions
Versions
2024-12-13 10:16am
v24
· a month ago
test2_2024-12-09 2-50pm
v22
· a month ago
test1_2024-12-09 2-47pm
v21
· a month ago
version2_of_data
v20
· a month ago
2024-12-02 11:36am
v12
· a month ago
2024-11-29 10:09am
v11
· a month ago
2024-11-28 10:39am
v10
· a month ago
2024-11-20 7:41pm
v5
· 2 months ago
2024-11-03 8:24am
v4
· 2 months ago
2024-10-07 4:55am
v3
· 3 months ago
v24
2024-12-13 10:16am
Generated on Dec 13, 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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10128 Total Images
View All Images
Dataset Split
Train Set 99%
9990Images
Valid Set 1%
138Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±12° Horizontal, ±10° Vertical
Grayscale: Apply to 12% of images
Hue: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -9% and +9%
Blur: Up to 0.6px
Noise: Up to 0.62% of pixels