Dataset-background Dataset
Versions
autocontrast-flip
v12
· 2 years ago
816-flip
v11
· 2 years ago
tiles-flip
v10
· 2 years ago
VerticalFlipTraining
v9
· 2 years ago
resize816x816
v5
· 3 years ago
Tiles
v4
· 3 years ago
Auto-Adjust Contrast
v3
· 3 years ago
Dataset-Background_amended
v2
· 3 years ago
2022-01-03 4:47pm
v1
· 3 years ago
v9
VerticalFlipTraining
Generated on May 18, 2022
Popular Download Formats
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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1224 Total Images
View All Images
Dataset Split
Train Set 80%
981Images
Valid Set 13%
162Images
Test Set 7%
81Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Vertical