hdr_30_screw_material Dataset
Versions
2024-07-16 5:56am
v10
· 2 months ago
2024-07-06 2:19am
v9
· 3 months ago
2024-07-06 2:18am
v8
· 3 months ago
2024-07-06 2:16am
v7
· 3 months ago
2024-07-06 2:15am
v6
· 3 months ago
2024-07-06 2:14am
v5
· 3 months ago
2024-07-06 2:02am
v4
· 3 months ago
2024-07-06 1:59am
v3
· 3 months ago
2024-07-06 1:57am
v2
· 3 months ago
2024-07-06 1:54am
v1
· 3 months ago
v9
2024-07-06 2:19am
Generated on Jul 6, 2024
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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234 Total Images
View All Images
Dataset Split
Train Set 87%
204Images
Valid Set 9%
20Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels