LockPin Dataset
Versions
2022-10-27 10:02am
v10
· 2 years ago
2022-10-20 12:45pm
v9
· 2 years ago
2022-10-07 10:52am
v8
· 2 years ago
2022-10-06 8:46am
v7
· 2 years ago
2022-08-23 9:02am
v6
· 2 years ago
2022-08-22 5:18pm
v5
· 2 years ago
2022-08-22 2:41pm
v4
· 2 years ago
2022-08-22 11:36am
v3
· 2 years ago
2022-08-20 2:45pm
v2
· 2 years ago
2022-08-06 11:28am
v1
· 2 years ago
v2
2022-08-20 2:45pm
Generated on Aug 20, 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.
7726 Total Images
View All Images
Dataset Split
Train Set 64%
4909Images
Valid Set 24%
1845Images
Test Set 13%
972Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -30° and +30°