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Top Road Computer Vision Models
The models below have been fine-tuned for various road detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own road detection model.
At the bottom of this page, we have guides on how to count roads in images and videos.
938 images 131 classes 1 model
3.2k images 3 classes 3 models
3.6k images 3 classes 2 models
40 images 12 classes 1 model
3.4k images 61 classes 4 models
Bend-To-The-Left Camera-operation-zone Chevron-to-the-left Chevron-to-the-right Clearway-No-Stopping Crossroad Crosswinds Curve-Ahead Detour-to-the-left-sign Detour-to-the-right-sign Diverge Divided-road-begins Divided-road-ends Dosmetic-Animal-Crossing Exit-To-The-Left Exit-to-the-right Give-way-Priorty Go-straight-or-turn-left Heavy-vehicles-prohibited-in-the-right-lane Height-Limit
4.4k images 75 classes 1 model
no entry no parking pedestrian crossing roundabout slippery road stop traffic signal all motor vehicle prohibited axle load limit bullock cart and hand cart prohibited cattle ahead chevron direction compulsary ahead compulsary ahead or turn left compulsary ahead or turn right compulsary keep left compulsary keep right compulsary sound horn compulsary turn left ahead compulsary turn right ahead
857 images 1 class 1 model
1.1k images 18 classes 3 models
1.9k images 9 classes 1 model
397 images 9 classes 1 model
99k images 20 classes 2 models
4.5k images 138 classes 1 model
Bicycle Lane Bicycle-Parking-Area Bicycle-Right Bump Sign Bus Lane Business Open During Construction Car Car Left Caution Concrete Road Barrier Crossing Dead End Detour Sign Disabled Parking Disabled Parking Spot Do Not Enter DoNot Honk End Speed limit 20 End Speed limit 40 Equipment Croossing Ahead
5.3k images 6 classes 2 models
554 images 15 classes 1 model
6.5k images 17 classes 1 model
50 images 10 classes 1 model
163 images 30 classes 1 model
10k images 16 classes 5 models
7.7k images 8 classes 1 model
61 images 10 classes 1 model
1.4k images 17 classes 2 models
3.7k images 30 classes 1 model
4.8k images 5 classes 4 models
1.9k images 10 classes 2 models
2.3k images 33 classes 1 model
171 images 18 classes 1 model