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traffic_sign_detection
MNCH1/traffic_sign_detection
traffic_sign_detection is a image classification model from MNCH1. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
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4.1 GB on disk
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Jun 12, 2024
- Updated
- Jul 22, 2024
- SHA
- a227f6f7
Model card
From the Hugging Face model README
precision recall f1-score support
National Speed Limit 0.3044 0.6650 0.4177 206
Bicycles crossing 0.9317 0.7282 0.8174 206
Children crossing 0.3607 0.2136 0.2683 206
Danger Ahead 0.9333 0.3398 0.4982 206
Dont Go Left or Right 0.9293 0.8932 0.9109 206
Dont Go Right 0.0000 0.0000 0.0000 206
Dont Go straight 0.8850 0.9709 0.9259 206
Dont Go straight or left 0.6667 0.7902 0.7232 205
Dont overtake from Left 0.0440 0.0683 0.0535 205
Fences 0.6573 0.7913 0.7181 206
Go Left 0.7778 0.0680 0.1250 206
Go Left or right 0.0000 0.0000 0.0000 205
Go Right 0.3942 0.9854 0.5631 206
Go left or straight 0.4671 0.3805 0.4194 205
Go right or straight 0.1042 0.0244 0.0395 205
Go straight 0.6719 0.2098 0.3197 205
Go straight or right 0.4218 1.0000 0.5933 205
Heavy Vehicle Accidents 0.3089 0.1845 0.2310 206
Horn 0.4808 0.4878 0.4843 205
No Car 0.8730 0.8010 0.8354 206
No Uturn 0.9342 0.6927 0.7955 205
No entry 0.9600 0.5825 0.7251 206
No horn 1.0000 0.0680 0.1273 206
No stopping 0.9290 0.8293 0.8763 205
Road Divider 0.4573 0.4439 0.4505 205
Roundabout mandatory 0.4455 0.6976 0.5437 205
Speed limit (15km/h) 0.0000 0.0000 0.0000 205
Speed limit (30km/h) 0.7702 0.6019 0.6757 206
Speed limit (40km/h) 0.2105 0.1553 0.1788 206
Speed limit (50km/h) 0.0299 0.0341 0.0319 205
Speed limit (5km/h) 0.2294 0.5146 0.3174 206
Speed limit (60km/h) 0.3745 0.9417 0.5359 206
Speed limit (70km/h) 0.0000 0.0000 0.0000 206
Train Crossing 0.3046 0.8932 0.4543 206
Under Construction 0.7071 0.8204 0.7596 206
Unknown 0.3875 0.3010 0.3388 206
Uturn 1.0000 0.0732 0.1364 205
Zebra Crossing 0.2018 0.1122 0.1442 205
ZigZag Curve 0.6519 0.5000 0.5659 206
keep Left 0.0488 0.0388 0.0432 206
keep Right 0.0000 0.0000 0.0000 206
watch out for cars 0.5438 1.0000 0.7045 205
speed limit (80km/h) 0.9062 0.4223 0.5762 206
Dangerous curve to the left 0.2251 0.5854 0.3252 205
Dangerous curve to the right 0.3443 0.3058 0.3239 206
Dont Go Left 0.1541 0.2573 0.1927 206
accuracy 0.4451 9458
macro avg 0.4789 0.4451 0.4080 9458
weighted avg 0.4790 0.4451 0.4081 9458
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Jun 12, 2024
- Updated
- Jul 22, 2024