nutsnbolts2 Image Dataset
Versions
2024-06-04 12:25pm
v20
Jun 4, 2024
2024-04-08 10:21pm
v19
Apr 8, 2024
2024-04-08 8:11pm
v18
Apr 8, 2024
2024-04-06 4:35pm
v17
Apr 6, 2024
2024-04-06 12:24pm
v16
Apr 6, 2024
2023-11-24 4:58pm
v15
Nov 24, 2023
2023-05-26 11:44am
v14
May 26, 2023
2023-04-01 2:40pm
v13
Apr 1, 2023
2022-06-02 5:08pm
v12
Jun 2, 2022
2022-04-09 9:43am
v11
Apr 9, 2022
2022-04-03 7:42pm
v10
Apr 3, 2022
2022-04-03 10:42am
v9
Apr 3, 2022
2022-04-02 4:38pm
v8
Apr 2, 2022
2022-03-30 9:18pm
v7
Mar 30, 2022
2022-03-30 7:40pm
v6
Mar 30, 2022
2022-03-30 6:55pm
v5
Mar 30, 2022
2022-03-30 4:07pm
v4
Mar 30, 2022
2022-03-30 2:37pm
v3
Mar 30, 2022
2022-03-18 10:26pm
v2
Mar 18, 2022
v8
2022-04-02 4:38pm
Generated on Apr 2, 2022
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
Choose another format.
360 Total Images
View All Images
Dataset Split
Train Set 88%
315Images
Valid Set 7%
26Images
Test Set 5%
19Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -10° and +10°
Hue: Between -25° and +25°
Bounding Box: Noise: Up to 2% of pixels
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