Dataset Versions
Versions
team4_320imgSize_buildings
v12
· 2 years ago
team4_628imgs_320imgsize_v11
v11
· 2 years ago
team4_sign_dataset_320imgsize_v10
v10
· 2 years ago
team4_sign_dataset_v9
v9
· 2 years ago
team4_sign_dataset_incltrafficlights_aug_v8
v8
· 2 years ago
team4_sign_dataset_orig_640size_v4
v7
· 2 years ago
team4_sign_dataset_160size_noaug_v3
v6
· 2 years ago
team4_sign_dataset_160size_v2
v5
· 2 years ago
v5
team4_sign_dataset_160size_v2
Generated on Mar 30, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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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989 Total Images
View All Images
Dataset Split
Train Set 88%
873Images
Valid Set 8%
80Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 160x160
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between 0% and +10%
