Dataset Versions
Versions
article_way_v1_416
v10
· 8 months ago
bounding_article_way1
v9
· 8 months ago
article_way_v6
v8
· 8 months ago
article_way_v5
v7
· 8 months ago
article_way_v4
v6
· 8 months ago
artiucle_way_v3
v5
· 8 months ago
article_way_v2
v4
· 8 months ago
article_way_v1
v3
· 8 months ago
2024-04-29 11:34am
v2
· 8 months ago
Rob_ver1
v1
· 8 months ago
v4
article_way_v2
Generated on May 2, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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253 Total Images
View All Images
Dataset Split
Train Set 88%
222Images
Valid Set 8%
21Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Brightness: Between -60% and +60%
Blur: Up to 2.2px