pill_detection Image Dataset
Versions
2022-11-23 7:07pm
v13
Nov 23, 2022
forgatva
v12
Nov 21, 2022
2022-11-21 3:59pm
v11
Nov 21, 2022
2022-11-21 3:58pm
v10
Nov 21, 2022
2022-11-21 3:57pm
v9
Nov 21, 2022
2022-11-17 3:38pm
v6
Nov 17, 2022
2022-11-17 3:30pm
v5
Nov 17, 2022
2022-11-14 3:36pm
v4
Nov 14, 2022
2022-11-14 1:12pm
v3
Nov 14, 2022
2022-11-14 12:45pm
v2
Nov 14, 2022
2022-11-14 12:00pm
v1
Nov 14, 2022
v13
2022-11-23 7:07pm
Generated on Nov 23, 2022
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
6863 Total Images
View All Images
Dataset Split
Train Set 96%
6580Images
Valid Set 3%
188Images
Test Set 1%
95Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 10
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 4% of pixels
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Blur: Up to 2px
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