Dataset Versions
Versions
saturation2
v13
· 3 years ago
saturation
v12
· 3 years ago
hue
v11
· 3 years ago
shearing
v10
· 3 years ago
flipping
v9
· 3 years ago
noise
v8
· 3 years ago
original
v7
· 3 years ago
rotation30
v6
· 3 years ago
rotation
v5
· 3 years ago
2022-04-13 9:31pm
v4
· 3 years ago
2022-04-01 2:13pm
v3
· 3 years ago
2022-03-30 11:15am
v2
· 3 years ago
2022-03-28 11:18am
v1
· 3 years ago
v13
saturation2
Generated on Apr 16, 2022
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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2404 Total Images
View All Images
Dataset Split
Train Set 82%
1978Images
Valid Set %
0Images
Test Set 18%
426Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 2
Flip: Applied
Rotation: Between -0° and +0°
Shear: ±0° Horizontal, ±0° Vertical
Hue: Between -0° and +0°
Saturation: Between -66% and +66%
Noise: Up to 0% of pixels