Related Objects of Interest: falling rocks, steep ascent, stop, no entry, no parking, steep descent, give way, pedestrian crossing, roundabout, speed limit 30
Top Loose Computer Vision Models
The models below have been fine-tuned for various loose 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 loose detection model.
At the bottom of this page, we have guides on how to count looses in images and videos.
by Alex Wong
1531 images 33 classes
397 images 4 classes
60 images 50 classes
Bad road surface Cattle on the road. Children Children Walking Crossing for pedestrians Crossroad side roads on the left and right Crossroad with a side road on the left Crossroad with side road on the right. Curve to the right Danger with no specific traffic sign. Deer on the road or unsafe for animal Dip in the road Double Curve Falling rocks Give away Give way Limited height Loose chippings on the road surface Low-flying aircrafts. Narrowing on the left
4320 images 127 classes
4354 images 75 classes
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
3520 images 56 classes
no entry no parking pedestrian crossing roundabout slippery road stop all motor vehicle prohibited axle load limit compulsary ahead compulsary keep left compulsary keep right compulsary turn left ahead compulsary turn right ahead cross road dangerous dip falling rocks gap in median give way guarded level crossing height limit
3722 images 7 classes
by sign boards
9992 images 78 classes
no entry no parking pedestrian crossing roundabout slippery road stop traffic signal Lane-Lines 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
by kendrickxy
2312 images 119 classes
roundabout Bump Car breaking Children Crosswinds Curve Cyclist crossing Cyclists Dip Domestic animals End of all previously signed restrictions End of no overtaking End of no overtaking by heavy goods vehicles End of no parking zone End of priority road End of speed limit 30 End of speed limit zone 30 Entering city Exiting city Falling rocks
by HvA
660 images 87 classes
roundabout Bump Children Crosswinds Curve Cyclists Dip Domestic animals End of all previously signed restrictions End of no overtaking End of no overtaking by heavy goods vehicles End of priority road End of speed limit 30 End of speed limit zone 30 Falling rocks Fog Give way Give way to oncoming traffic Green light Height limit 3-5m
by Clerusync
2675 images 120 classes
Agricultural Vehicles Area Reserved for Buses Axle Load Limit Bus Lane Bus Parking Area Bus Stop Bus Stop Ahead Buses Only Car Park Children Warning Combined Curves Left Cone Signs Cross Road On Priority Road Cross Walk Cross Winds Curve Chevron Cycle Route Ahead Cyclist Only Danger Plate Delineators
by vikas
9274 images 78 classes
no entry no parking pedestrian crossing roundabout slippery road stop traffic signal Lane-Lines 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
by vehicle
938 images 131 classes
570 images 5 classes
34 images 4 classes
by CDAC
234 images 8 classes
by housing
9122 images 12 classes
Broken fence Broken/unguarded windows Damaged building facade Messy/loose wires/pipes/air conditioners Mixed entrance for pedestrians and cars No barrier-free facilities at the entrance No space for physical activity Non-existent/broken/obstructed door Non-standard parking phenomenon Stacked and discarded garbage Unauthorized construction on the building facade Unhardened/damaged road