screw head detection Image Dataset
Versions
2024-05-06 12:37pm
v10
May 6, 2024
2024-04-30 10:59am
v9
Apr 30, 2024
2024-04-30 9:17am
v8
Apr 30, 2024
2024-04-29 12:02pm
v7
Apr 29, 2024
2024-04-29 11:20am
v6
Apr 29, 2024
2024-04-29 10:48am
v5
Apr 29, 2024
2024-04-29 10:26am
v3
Apr 29, 2024
2024-04-29 10:09am
v2
Apr 29, 2024
2024-04-26 4:26pm
v1
Apr 26, 2024
v10
2024-05-06 12:37pm
Generated on May 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.
Other Formats
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606 Total Images
View All Images
Dataset Split
Train Set 88%
531Images
Valid Set 8%
50Images
Test Set 4%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Grayscale: Apply to 10% of images
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1.25% of pixels
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