Dataset Versions
Versions
2022-07-14 11:53am
v29
· 2 years ago
crop-blur-grey
v28
· 2 years ago
2022-07-08 2:12pm
v27
· 2 years ago
2022-07-08 2:08pm
v26
· 2 years ago
2022-07-07 2:58pm
v17
· 2 years ago
2022-07-07 2:56pm
v14
· 2 years ago
Crop-blur
v12
· 2 years ago
2022-07-07 10:25am
v11
· 2 years ago
2022-07-06 1:14pm
v10
· 2 years ago
2022-07-06 12:00pm
v7
· 2 years ago
Crop - Exposure - Blur
v6
· 2 years ago
2022-07-06 1:56pm
v5
· 2 years ago
v28
crop-blur-grey
Generated on Jul 9, 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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7434 Total Images
View All Images
Dataset Split
Train Set 87%
6483Images
Valid Set 8%
608Images
Test Set 5%
343Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 25% of images
Blur: Up to 1.5px