KZ_measureStems Dataset
Versions
v5_2048_clean
v28
· a year ago
v5_2048_no_mosaic
v27
· a year ago
v5_2048_mosiac
v26
· a year ago
v4_512
v21
· a year ago
v4_256
v20
· a year ago
2023-06-28 9:19am
v19
· a year ago
v4_1024
v18
· a year ago
v4_2048
v17
· a year ago
v3_256
v15
· 2 years ago
v3_512
v14
· 2 years ago
v3_1024
v13
· 2 years ago
v3_2048
v12
· 2 years ago
v2_2048
v11
· 2 years ago
v14
v3_512
Generated on Jan 17, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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269 Total Images
View All Images
Dataset Split
Train Set 71%
192Images
Valid Set 17%
47Images
Test Set 11%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -5° and +5°
Hue: Between -10° and +10°
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Blur: Up to 0.25px