traffic detection Image Dataset
Versions
2023-10-16 10:50am
v36
Oct 16, 2023
2023-10-15 1:36pm
v35
Oct 15, 2023
2023-09-16 2:29pm
v34
Sep 16, 2023
2023-09-16 2:11pm
v33
Sep 16, 2023
2023-09-14 1:39pm
v32
Sep 14, 2023
2023-09-08 1:08pm
v31
Sep 8, 2023
2023-09-08 1:05pm
v30
Sep 8, 2023
2023-07-16 2:42pm
v28
Jul 16, 2023
2023-07-07 1:23pm
v27
Jul 7, 2023
ROBOFLOW 3.0 TRAINING v25
v26
Jul 7, 2023
2023-04-30 4:38pm
v25
Apr 30, 2023
2023-04-28 2:36pm
v24
Apr 28, 2023
2023-04-27 8:07pm
v23
Apr 27, 2023
2023-04-06 8:51pm
v20
Apr 6, 2023
2023-03-17 1:13pm
v17
Mar 17, 2023
2023-03-17 11:24am
v15
Mar 17, 2023
2023-03-14 12-05pm
v9
Mar 14, 2023
2023-03-13 10:27pm
v5
Mar 13, 2023
v15
2023-03-17 11:24am
Generated on Mar 17, 2023
Popular Download Formats
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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1140 Total Images
View All Images
Dataset Split
Train Set 88%
1002Images
Valid Set 9%
97Images
Test Set 4%
41Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 30% of images
Bounding Box: Blur: Up to 10px
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