Dataset Versions
Versions
2024-03-20 12:55pm
v15
· 8 months ago
2024-03-11 5:06pm
v14
· 8 months ago
ARCh 2024 Coloured Labels
v13
· 9 months ago
2023-03-23 8:57pm
v12
· 2 years ago
ARCh_106
v11
· 2 years ago
2023-03-20 8:12pm
v10
· 2 years ago
2023-03-16 5:54pm
v9
· 2 years ago
2023-03-13 9:17pm
v8
· 2 years ago
2023-03-13 9:15pm
v7
· 2 years ago
2023-03-13 9:15pm
v6
· 2 years ago
2023-03-13 9:15pm
v5
· 2 years ago
2023-03-13 9:15pm
v4
· 2 years ago
2023-03-13 8:31pm
v3
· 2 years ago
2023-03-13 1:47pm
v2
· 2 years ago
2023-03-10 7:57pm
v1
· 2 years ago
v15
2024-03-20 12:55pm
Generated on Mar 20, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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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%