Related Objects of Interest: car, bus, bicycle, person, truck, motorcycle, traffic light, crosswalk, dog, stop
Top Light Computer Vision Models
The models below have been fine-tuned for various light 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 light detection model.
At the bottom of this page, we have guides on how to count lights in images and videos.
by yolov4
2444 images 11 classes
by HIiwi FZI
811 images 7 classes
502 images 13 classes
600 images 5 classes
by Power House
4720 images 36 classes
by yoloall
9987 images 127 classes
'Eating-Place' 'Falling-Rocks' 'Ferry' 'First-Aid-Post' 'Give-Way' 'Horn-Prohibited' 'Hospital' 'Hump' 'Left-Hair-Pin-Bend' 'Left-Reverse-Bend' 'Left-hand-curve' 'Light-Refreshment' 'Men-at-Work' 'Narrow-Bridge' 'Narrow-road-ahead' 'No-Parking' 'No-Stopping' 'No-Thorough-Road' 'No-Thorough-SideRoad' 'Parking-Lot-Cars'
by Insignia
9900 images 8 classes
7195 images 74 classes
by ML
2997 images 13 classes
107 images 6 classes
by YOLO
2860 images 10 classes
by college
3480 images 27 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Random Gaussian blur of between 0 and 2.5 pixels * Random brigthness adjustment of between -25 and +25 percent * Resize to 640x640 (Stretch) * Salt and pepper noise was applied to 14 percent of pixels * annotate, and create datasets * collaborate with your team on computer vision projects * collect & organize images * export, train, and deploy computer vision models * understand and search unstructured image data * use active learning to improve your dataset over time 22 23 24 25 26 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, Road Sign Detector - v7 Add blur and noise Roboflow is an end-to-end computer vision platform that helps you
by satellite1
5005 images 11 classes
by Stop sign
84 images 8 classes
by DYPIU
1212 images 15 classes
1871 images 12 classes
by Research
201 images 5 classes