Dataset Versions
Versions
sam_real_data
v14
· a year ago
2023-10-22 10:36am
v13
· a year ago
FullSize_taxonomy_polygon
v11
· 2 years ago
latest_taxonomy
v9
· 2 years ago
FullSize_taxonomy_bnw
v8
· 2 years ago
FullSize_taxonomy
v7
· 2 years ago
FullSize-big_objects
v6
· 2 years ago
2022-11-04 12-00pm
v5
· 2 years ago
2022-11-04 10:48am
v4
· 2 years ago
v6
FullSize-big_objects
Generated on Nov 12, 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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117 Total Images
View All Images
Dataset Split
Train Set 80%
94Images
Valid Set 10%
12Images
Test Set 9%
11Images
Preprocessing
Modify Classes: 0 remapped, 74 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Grayscale: Apply to 29% of images