Realidad Trafico Deteccion Dataset
Versions
2023-10-18 12:59pm
v9
· a year ago
2023-10-12 6:52pm
v8
· a year ago
2023-10-06 11:03pm
v7
· a year ago
2023-09-30 2:11am
v6
· a year ago
2023-09-22 5:58pm
v5
· a year ago
2023-09-22 5:49pm
v4
· a year ago
2023-09-10 12:05am
v3
· a year ago
2023-09-02 10:40pm
v2
· a year ago
2023-08-07 7:31pm
v1
· a year ago
v8
2023-10-12 6:52pm
Generated on Oct 12, 2023
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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6367 Total Images
View All Images
Dataset Split
Train Set 88%
5583Images
Valid Set 8%
524Images
Test Set 4%
260Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -0% and +0%
Brightness: Between -25% and +25%
Blur: Up to 2.5px