Boxpunch Detector Image Dataset
Versions
2023-01-26 1:26pm
v19
Jan 26, 2023
2022-12-12 12:48pm
v18
Dec 12, 2022
2022-12-06 1:41pm
v17
Dec 6, 2022
2022-11-22 10:17am
v16
Nov 22, 2022
2022-10-24 3:16pm
v15
Oct 24, 2022
2022-10-23 8:39pm
v14
Oct 24, 2022
2022-10-21 2:44pm
v13
Oct 21, 2022
2022-09-19 12:20pm
v12
Sep 19, 2022
2022-09-16 10:00am
v11
Sep 16, 2022
2022-09-16 9:58am
v10
Sep 16, 2022
2022-09-16 9:48am
v9
Sep 16, 2022
2022-09-13 9:41pm
v8
Sep 14, 2022
2022-09-13 9:39pm
v7
Sep 14, 2022
2022-09-13 9:26pm
v6
Sep 14, 2022
2022-09-13 9:20pm
v5
Sep 14, 2022
2022-07-20 10:01am
v4
Jul 20, 2022
Final Boxpunch version
v3
Apr 14, 2022
2022-04-13 11:56am
v2
Apr 13, 2022
2022-04-13 9:17am
v1
Apr 13, 2022
v8
2022-09-13 9:41pm
Generated on Sep 14, 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.
2976 Total Images
View All Images
Dataset Split
Train Set 90%
2688Images
Valid Set 6%
188Images
Test Set 3%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 2 rows x 2 columns
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%
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