Related Objects of Interest: stop, give way, no stopping, slippery road, cattle, cycle crossing, falling rocks, first aid post, horn prohibited, hospital
Top 3 Computer Vision Models
The models below have been fine-tuned for various 3 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 3 detection model.
At the bottom of this page, we have guides on how to count 3s in images and videos.
by SIT
3628 images 74 classes
2794 images 73 classes
4148 images 74 classes
by susanti
2447 images 22 classes
object * 50% probability of horizontal flip * Auto-orientation of pixel data (with EXIF-orientation stripping) * Resize to 640x640 (Stretch) * 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 20 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, Roboflow is an end-to-end computer vision platform that helps you Signals are annotated in YOLO v5 PyTorch format. The dataset includes 2587 images. The following augmentation was applied to create 3 versions of each source image: The following pre-processing was applied to each image: This dataset was exported via roboflow.com on November 25, 2023 at 12:38 AM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
by ECE434
4169 images 76 classes
by kaushik
8015 images 78 classes
* 50% probability of horizontal flip * 50% probability of vertical flip * Random Gaussian blur of between 0 and 3.25 pixels * Randomly crop between 0 and 33 percent of the image * 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 100 120 21 22 23 24 25 26 27 28
by Rorizs Base
440 images 433 classes
1 1 - Fábrica/ zona industrial 1 - Monumento/ castelo 1 - Parque de campismo/ caravanismo 1 - Rio/ lago/ albufeira 1 - Vela 1.1 - Hospital 1.10 - Posto de combustível 1.11 - Telefone 1.2 - Hospital com urgência médica 1.3 - Posto de socorros 1.4 - Farmácia 1.5 - Bombeiros 1.6 - GNR 1.7 - PSP 1.8 - Oficina 1.9 - Posto de combustível com GPL (gás de petróleo liquefeito) 10 - Bar 10 - Campo de tiro 10 - Ponte
7980 images 73 classes
7973 images 73 classes
by Pedro
245 images 188 classes
1 1 - Monumento/ castelo 1 - Parque de campismo/ caravanismo 1.10 - Posto de combustível 1.11 - Telefone 1.2 - Hospital com urgência médica 1.3 - Posto de socorros 1.4 - Farmácia 1.5 - Bombeiros 1.6 - GNR 1.7 - PSP 1.8 - Oficina 1.9 - Posto de combustível com GPL (gás de petróleo liquefeito) 10 - Bar 10 - Zona agrícola 11 - Zona vinícola 11 - Zoo 12 - Aldeia histórica 12 - Parque aquático 13 - Kartódromo
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
619 images 483 classes
1 1 - Fábrica/ zona industrial 1 - Monumento/ castelo 1 - Parque de campismo/ caravanismo 1 - Rio/ lago/ albufeira 1 – Vela 1.1 - Hospital 1.10 - Posto de combustível 1.11 - Telefone 1.2 - Hospital com urgência médica 1.3 - Posto de socorros 1.4 - Farmácia 1.5 - Bombeiros 1.6 - GNR 1.7 - PSP 1.8 - Oficina 1.9 - Posto de combustível com GPL (gás de petróleo liquefeito) 10 - Bar 10 - Campo de tiro 10 - Ponte
by Mustafa elik
5879 images 22 classes
by Traffic Sign
588 images 47 classes
roundabout Ahead Only Beware of Snow/Ice Bumpy Road Cautionary Road Sign Crossroads Ahead Cycle Crossing End-of-no-passing Give way Left Zigzag Bend No Entry No Overtaking No Overtaking By Heavy Goods Vehicles No Speed Limit No Trucks Allowed No Vehicles Other Danger Prevents Vehicles From Entering Priority Intersection Sign Priority Road