Dataset Versions
Versions
2023-02-01 8:05pm
v43
· 2 years ago
2023-02-01 8:03pm
v42
· 2 years ago
2023-02-01 8:02pm
v41
· 2 years ago
2023-01-24 8:09am
v40
· 2 years ago
2023-01-24 8:05am
v39
· 2 years ago
2023-01-23 2:13pm
v38
· 2 years ago
2023-01-23 2:04pm
v37
· 2 years ago
2023-01-20 10:53am
v35
· 2 years ago
2023-01-19 4:41pm
v34
· 2 years ago
Normal dataset
v33
· 2 years ago
knots-partials
v32
· 2 years ago
Just knots
v31
· 2 years ago
2023-01-17 11:14am
v30
· 2 years ago
2023-01-17 11:01am
v29
· 2 years ago
2023-01-16 11:29pm
v28
· 2 years ago
2023-01-16 11:22pm
v27
· 2 years ago
2023-01-16 10:49pm
v26
· 2 years ago
tiled set
v24
· 2 years ago
2023-01-15 10:43am
v22
· 2 years ago
2023-01-12 1:31pm
v18
· 2 years ago
2023-01-12 12:44pm
v15
· 2 years ago
2023-01-10 2:17pm
v14
· 2 years ago
v22
2023-01-15 10:43am
Generated on Jan 15, 2023
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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2700 Total Images
View All Images
Dataset Split
Train Set 92%
2484Images
Valid Set 3%
81Images
Test Set 5%
135Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 2048x1536
Tile: 3 rows x 3 columns
Modify Classes: 1 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Exposure: Between -7% and +7%
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -8° and +8°