
![image/png](https://cdn-uploads.huggingface.co/production/uploads/65e08f33c338d4f699d7aa0e/mv4hQfrlsivAcituT2Vs3.png)


                                 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 
bicycles crossing children crossing danger ahead dangerous curve to the left dangerous curve to the right dont go left dont go left or right dont go right dont go straight dont go straight or left dont overtake from left fences go left go left or right go right go left or straight go right or straight go straight go straight or right heavy vehicle accidents horn national speed limit no car no uturn no entry no horn no stopping road divider roundabout mandatory speed limit (15km/h) speed limit (30km/h) speed limit (40km/h) speed limit (50km/h) speed limit (5km/h) speed limit (60km/h) speed limit (70km/h) train crossing under construction unknown uturn zebra crossing zigzag curve keep left keep right speed limit (80km/h) watch out for cars