Dataset Versions
Versions
2022-05-30 9:09pm
v14
· 2 years ago
2022-05-30 9:09pm
v13
· 2 years ago
2022-05-30 9:09pm
v12
· 2 years ago
2022-05-30 9:09pm
v10
· 2 years ago
Splitted_glue
v7
· 3 years ago
Glue_all_dataset_v2
v6
· 3 years ago
Glue_all_dataset
v5
· 3 years ago
Glue_v4
v4
· 3 years ago
Glue_v3
v3
· 3 years ago
1.1-augmentation-size-416x416
v2
· 3 years ago
v13
2022-05-30 9:09pm
Generated on May 30, 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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5375 Total Images
View All ImagesDataset Split
Train Set 75%
4042Images
Valid Set 18%
982Images
Test Set 7%
351Images
Preprocessing
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 2
Brightness: Between -2% and +2%
Blur: Up to 1.75px
Noise: Up to 3% of pixels