TRY THIS MODEL
Drop image here to test
traffic_sign_detection-txzaz/3 (latest)
Go to Universe Home
Sign In
Sign In or Sign Up
Universe
Universe
Documentation
Documentation
Documentation
Edit Project
traffic_sign_detection
Object Detection
Overview
Images
5095
Dataset
9
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2024-09-20 6:20pm
v9
·
3 months ago
2024-08-21 8:09am
v8
·
4 months ago
2024-08-20 11:42am
v7
·
4 months ago
2024-08-19 8:45pm
v6
·
4 months ago
2024-08-19 5:29pm
v5
·
4 months ago
2024-08-19 5:27pm
v4
·
4 months ago
2024-06-01 1:29pm
v3
·
7 months ago
traffic-sign-detection
v2
·
7 months ago
2024-05-29 10:55am
v1
·
7 months ago
v6
2024-08-19 8:45pm
Generated on Aug 19, 2024
Download
Dataset
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
Choose another format.
6012
Total Images
View All Images
Dataset Split
Train Set
73%
4393
Images
Valid Set
18%
1090
Images
Test Set
9%
529
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
No augmentations were applied.
Similar Projects
See More
Object Detection
Traffic Signs
Traffic Sign
1.2k images
0.99678385
Object Detection
Model
snap
traffic signs
Abdulaziz
2.2k images
1 model
0.9966723
Object Detection
Traffic Signs
Testing
10k images
0.9959928
Object Detection
Model
snap
Self-driving Bike
Verkehrszeichenerkennung
9.7k images
2 models
0.9956564
Object Detection
yolo
yolo
632 images
0.9954771