DeepBin-C-W Image Dataset
Versions
First demo v4 - big ds all
v8
Oct 28, 2022
First demo v3 - big ds - all
v7
Oct 24, 2022
First demo v2 - big ds - all
v6
Oct 24, 2022
First demo - big ds - all
v5
Oct 21, 2022
Merge Wood example
v4
Oct 21, 2022
Test of cloning example
v3
Oct 21, 2022
2022-10-18 12:21pm
v2
Oct 18, 2022
2022-10-07 1:01pm
v1
Oct 7, 2022
v5
First demo - big ds - all
Generated on Oct 21, 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.
12852 Total Images
View All Images
Dataset Split
Train Set 90%
11598Images
Valid Set 8%
1000Images
Test Set 2%
254Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 11 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Mosaic: Applied
Bounding Box: Flip: Horizontal
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