VehicleCountingWNull Image Dataset
Versions!
2023-04-24 10:16pm
v6
· a year ago
4041
Fast
carcountingwnoise-ybrrq/1
2023-04-24 8:37pm
v5
· a year ago
4041
Fast
COCOv6n
2023-04-24 8:37pm
v4
· a year ago
2791
640x640
Stretch to
2023-04-24 8:35pm
v3
· a year ago
2791
640x640
Stretch to
2023-04-24 8:35pm
v2
· a year ago
2791
640x640
Stretch to
2023-04-24 8:22pm
v1
· a year ago
4041
640x640
Stretch to
v6
2023-04-24 10:16pm
Generated on Apr 24, 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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4041 Total Images
View All ImagesDataset Split
Train Set 93%
3750Images
Valid Set 7%
270Images
Test Set 1%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 3 dropped
Augmentations
Outputs per training example: 3
Noise: Up to 10% of pixels
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