Walkpal2 Image Dataset
Versions
2023-12-01 1:23am
v56
Nov 30, 2023
2023-12-01 1:07am
v55
Nov 30, 2023
2023-12-01 12:51am
v54
Nov 30, 2023
2023-12-01 12:28am
v53
Nov 30, 2023
2023-11-30 9:54pm
v52
Nov 30, 2023
2023-11-30 9:26pm
v51
Nov 30, 2023
2023-11-30 9:10pm
v50
Nov 30, 2023
2023-11-30 8:35pm
v49
Nov 30, 2023
2023-11-30 8:24pm
v48
Nov 30, 2023
v56
2023-12-01 1:23am
Generated on Nov 30, 2023
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.
1623 Total Images
View All Images
Dataset Split
Train Set 79%
1290Images
Valid Set 14%
223Images
Test Set 7%
110Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 13 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 10% of pixels
Mosaic: Applied
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