Dataset Versions
Versions
cut3-3
v16
· 4 days ago
label_save
v15
· a month ago
onlyScratch
v13
· a month ago
onlyOrange
v12
· a month ago
onlyDust
v11
· a month ago
onlyCreck
v10
· a month ago
reduce_dust-resplit8-2-1
v9
· a month ago
reduce_dust-resplit8-2
v7
· a month ago
reduce_dust-nocut
v6
· a month ago
reduce_dust
v5
· a month ago
label_save
v4
· a month ago
2024-10-27 9:21am
v3
· a month ago
2024-10-27 9:14am
v2
· a month ago
2024-10-27 8:27am
v1
· a month ago
v12
onlyOrange
Generated on Oct 30, 2024
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1749 Total Images
View All Images
Dataset Split
Train Set 96%
1687Images
Valid Set 4%
62Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 5 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Flip: Horizontal, Vertical