traffic-monitoring Dataset
Versions
2024-09-23 8:26am
v15
· 8 days ago
2024-09-19 6:14am
v14
· 12 days ago
2024-09-18 6:08am
v13
· 13 days ago
2024-09-17 8:22pm
v12
· 14 days ago
2024-09-17 8:22pm
v11
· 14 days ago
2024-09-17 12:37am
v10
· 15 days ago
2024-09-17 12:16am
v9
· 15 days ago
2024-09-16 9:10pm
v8
· 15 days ago
2024-09-16 8:56pm
v7
· 15 days ago
traffic_dataset
v6
· a month ago
2024-08-19 12:23am
v5
· a month ago
traffic_dataset
v4
· 2 months ago
traffic_dataset
v3
· 2 months ago
2024-08-13 7:04pm
v2
· 2 months ago
v15
2024-09-23 8:26am
Generated on Sep 23, 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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8056 Total Images
View All Images
Dataset Split
Train Set 93%
7467Images
Valid Set 7%
589Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 10% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -12° and +12°
Brightness: Between -15% and +15%