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Object detection for traffics
Object Detection
Overview
Images
4835
Dataset
1
Model
1
API Docs
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Dataset Versions
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Versions
2024-11-19 3:42pm
v1
·
a month ago
v1
2024-11-19 3:42pm
Generated on Nov 19, 2024
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Dataset
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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
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4741
Total Images
View All Images
Dataset Split
Train Set
70%
3318
Images
Valid Set
19%
914
Images
Test Set
11%
509
Images
Preprocessing
Filter Null:
Require all images to contain annotations.
Augmentations
No augmentations were applied.
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