Dataset Versions
Versions
lapis_yolo_original
v14
· 3 years ago
lapis_yolo_augmented4
v13
· 3 years ago
lapis_yolo_augmented3
v12
· 3 years ago
lapis_yolo_augmented2
v11
· 3 years ago
lapis_yolo_augmented1
v10
· 3 years ago
Lapis YOLO Prototype
v8
· 3 years ago
Lapis TT-split
v7
· 3 years ago
Lapis_dataset_Augment4
v6
· 3 years ago
Lapis_dataset_original
v5
· 3 years ago
Lapis_dataset_Augment3
v4
· 3 years ago
Lapis_dataset_Augment2
v3
· 3 years ago
Lapis_dataset_Augment1
v2
· 3 years ago
v13
lapis_yolo_augmented4
Generated on Dec 14, 2021
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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429 Total Images
View All Images
Dataset Split
Train Set 87%
375Images
Valid Set 8%
36Images
Test Set 4%
18Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 300x550
Augmentations
Outputs per training example: 3
Exposure: Between -25% and +25%
Blur: Up to 5.5px
Cutout: 12 boxes with 8% size each