ARCh Object Detection Image Dataset
Versions
2024-03-20 12:55pm
v15
Mar 20, 2024
2024-03-11 5:06pm
v14
Mar 11, 2024
ARCh 2024 Coloured Labels
v13
Feb 14, 2024
2023-03-23 8:57pm
v12
Mar 23, 2023
ARCh_106
v11
Mar 22, 2023
2023-03-20 8:12pm
v10
Mar 20, 2023
2023-03-16 5:54pm
v9
Mar 16, 2023
2023-03-13 9:17pm
v8
Mar 13, 2023
2023-03-13 9:15pm
v7
Mar 13, 2023
2023-03-13 9:15pm
v6
Mar 13, 2023
2023-03-13 9:15pm
v5
Mar 13, 2023
2023-03-13 9:15pm
v4
Mar 13, 2023
2023-03-13 8:31pm
v3
Mar 13, 2023
2023-03-13 1:47pm
v2
Mar 13, 2023
2023-03-10 7:57pm
v1
Mar 10, 2023
v15
2024-03-20 12:55pm
Generated on Mar 20, 2024
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.
4944 Total Images
View All Images
Dataset Split
Train Set 90%
4462Images
Valid Set 6%
310Images
Test Set 3%
172Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
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