Dataset Versions
Versions
2022-09-18 1:09pm
v13
· 2 years ago
session8
v12
· 2 years ago
session7
v11
· 2 years ago
session6
v10
· 2 years ago
sessio 5
v9
· 2 years ago
session4
v8
· 2 years ago
session3
v7
· 2 years ago
session2
v6
· 2 years ago
session1
v5
· 2 years ago
dataset_traffic_sign_active
v4
· 2 years ago
dataset_traffic_text_active2
v3
· 2 years ago
dataset_traffic_text_active
v2
· 2 years ago
dataset_traffic_sign_active
v1
· 2 years ago
v6
session2
Generated on Sep 17, 2022
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.
Other Formats
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958 Total Images
View All Images
Dataset Split
Train Set 32%
310Images
Valid Set 4%
35Images
Test Set 64%
613Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 10 remapped, 3 dropped
Filter Null: Require all images to contain annotations.
Augmentations
No augmentations were applied.