Instructions to use star092304/traffic-sign-detection-vietnam-yolo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ultralytics
How to use star092304/traffic-sign-detection-vietnam-yolo with ultralytics:
# Couldn't find a valid YOLO version tag. # Replace XX with the correct version. from ultralytics import YOLOvXX model = YOLOvXX.from_pretrained("star092304/traffic-sign-detection-vietnam-yolo") source = 'http://images.cocodataset.org/val2017/000000039769.jpg' model.predict(source=source, save=True) - Notebooks
- Google Colab
- Kaggle
Download evalution/per_class_metrics_test.csv from star092304/traffic-sign-detection-vietnam-yolo: direct link, hf CLI and curl.
- Browser
- Download file 4.44 kB
-
https://huggingface.co/star092304/traffic-sign-detection-vietnam-yolo/resolve/main/evalution/per_class_metrics_test.csv
- Command line
-
hf download hf://star092304/traffic-sign-detection-vietnam-yolo/evalution/per_class_metrics_test.csv
-
curl -L -o per_class_metrics_test.csv https://huggingface.co/star092304/traffic-sign-detection-vietnam-yolo/resolve/main/evalution/per_class_metrics_test.csv
4.44 kB
| class,precision,recall,ap50 | |
| Low Clearance,0.9900201157335413,1.0,0.995 | |
| No Trucks and Bus,1.0,0.9850546469510434,0.995 | |
| No Left Turn,0.9865452139078744,1.0,0.995 | |
| No Horns,0.9576904085232468,1.0,0.995 | |
| Danger,0.9879077354665579,1.0,0.995 | |
| No Cars,0.9850916160496327,1.0,0.995 | |
| Double curve first to right,0.9859768977459309,1.0,0.995 | |
| No Moto,0.9507722372175216,1.0,0.995 | |
| Road with Surveillance Camera,0.8743140903719894,1.0,0.995 | |
| Obstacle on the Road,1.0,0.905884424847886,0.995 | |
| Lane Allocation,0.9908375001914379,1.0,0.995 | |
| Sharp Right Turn,0.9193752700402034,1.0,0.995 | |
| Intersection with a Minor Road,1.0,0.9916006767002455,0.995 | |
| Intersection with Equal Roads,0.9978528486386194,1.0,0.995 | |
| Intersection with a Priority Road,0.9712350750376608,1.0,0.995 | |
| No Straight and Right Turn,0.9638621972390922,1.0,0.995 | |
| Traffic light ahead,0.8869606369280012,1.0,0.995 | |
| No U-Turn and No Left Turn,0.9789871401989048,1.0,0.995 | |
| End of 50km/h speed limit,0.9802774078441459,1.0,0.995 | |
| sparsely populated area,0.9729635140617088,1.0,0.995 | |
| Slippery Road,0.955235716202147,1.0,0.995 | |
| Uneven road,0.9092611371922793,1.0,0.995 | |
| Steep ascent,0.9794949177980316,1.0,0.995 | |
| No left turn for cars,0.9837367908670516,1.0,0.995 | |
| No Parking on Even Days,0.9637730802776739,1.0,0.995 | |
| No Left or Right Turn,0.9883674415684336,1.0,0.995 | |
| Pedestrian Lane,0.947527671534424,1.0,0.995 | |
| No Motobike Left Turn,0.953364060077053,1.0,0.995 | |
| No bus,0.9527315374075699,1.0,0.995 | |
| No Overtaking,0.9679110133888323,1.0,0.995 | |
| Children Crossing,0.988352038941514,1.0,0.995 | |
| Narrow road both sides,0.946315305789602,1.0,0.995 | |
| Narrow Road Right Side,0.9829978478935989,1.0,0.995 | |
| Narrow Road Left Side,0.9607601156068228,1.0,0.995 | |
| Keep left,0.985278824607956,1.0,0.995 | |
| End of all prohibition,0.9740146516172447,1.0,0.995 | |
| No U-Turn for Cars,0.8858557525212286,1.0,0.995 | |
| Level Crossing with Barriers,1.0,0.9313327581927153,0.995 | |
| No U-Turn and Left Turn for Cars,0.9302647395645418,1.0,0.995 | |
| Narrow bridge,0.9758132364033345,1.0,0.995 | |
| Stop,0.9725653895150188,1.0,0.995 | |
| U-Turn Area,0.9944662320261956,1.0,0.995 | |
| Speed limit 100km/h,0.9745238351976454,1.0,0.995 | |
| Speed limit 110km/h,0.9741028723376567,1.0,0.995 | |
| Speed limit 120km/h,0.9205756957498799,1.0,0.995 | |
| Speed limit 90km/h,1.0,0.8172760587020905,0.995 | |
| Roundabout,0.9880233147700539,1.0,0.995 | |
| Turn Right,0.9395931640615742,1.0,0.995 | |
| Turn Left,0.983730793325145,1.0,0.995 | |
| Road Work Ahead,0.9496755252994297,1.0,0.995 | |
| Hospital,0.9807015621273367,1.0,0.995 | |
| Parking,0.9535981311686142,1.0,0.995 | |
| No Parking on Odd Days,0.976600523189776,1.0,0.995 | |
| No Stopping & No Parking,0.9919736228102467,0.9868421052631579,0.9948051948051947 | |
| No Two or Three-wheeled Vehicles,1.0,0.9726513082883271,0.9942000000000001 | |
| Speed limit 80km/h,0.9488388275467288,1.0,0.9940243902439024 | |
| No Right Turn,0.9700964150830149,0.9411764705882353,0.9930065359477124 | |
| No Trucks,0.9742164412587491,0.9615384615384616,0.9918838288003374 | |
| Height Limit,0.9731698070359129,0.9642857142857143,0.9904545454545456 | |
| Accident area,0.933089420398414,1.0,0.9892105263157894 | |
| Speed limit 10km/h,0.9477264927429047,0.9,0.985909090909091 | |
| Pedestrian Crossing,1.0,0.9450610873861024,0.985 | |
| No Parking,0.9899759476073186,0.978494623655914,0.9846842105263157 | |
| Slow Down,0.969269324416295,0.9841269841269841,0.9837301587301587 | |
| Speed limit 40km/h,1.0,0.8845621142739079,0.9819442967362624 | |
| Sharp Left Turn,0.9411159594628086,0.9259259259259259,0.9817369727047145 | |
| Speed limit 20km/h,1.0,0.8741236122229261,0.9811538461538463 | |
| Speed limit 60km/h,0.9708657751325349,0.9387480064919294,0.9811391248697522 | |
| Speed limit 70km/h,0.9340237201000852,0.8332760484717904,0.9784173669467788 | |
| Dual carriageway,0.9491643245781851,0.983286491563703,0.9770000000000001 | |
| No Entry,0.9833202557287564,0.8544015257941685,0.965110483403822 | |
| No U-Turn,0.9638881708382964,0.967741935483871,0.965 | |
| Bus Stop,0.9635511195931211,0.9444516575857006,0.9535714285714283 | |
| Turn Right Only,0.9698898062735045,0.7936507936507936,0.9416035081665655 | |
| One way street,0.9286031948005872,0.92,0.9414367816091955 | |
| Green Light,0.9375582592006058,0.7766495726426715,0.924665723373578 | |
| Speed Bump,0.9733887965476249,0.8666666666666667,0.916578947368421 | |
| Speed limit 30km/h,0.9330278899269068,0.9166666666666666,0.915 | |
| Residential area,0.9703748843314238,0.9166666666666666,0.915 | |
| No U-Turn and No Right Turn,0.9085002818929591,0.9090909090909091,0.905 | |
| Speed limit 50km/h,1.0,0.6954774938108672,0.8478196930946291 | |
| Red Light,0.820769909729665,0.5727310494000819,0.7130466373995354 | |