Related Objects of Interest: * 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, ==============================, 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, to find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
Top 12 Computer Vision Models
The models below have been fine-tuned for various 12 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 12 detection model.
At the bottom of this page, we have guides on how to count 12s in images and videos.
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 KUST
1203 images 27 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Grayscale (CRT phosphor) * Resize to 640x640 (Fit (white edges)) * 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 . 0 2 5 6 7 8 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, LCD - v14 2023-10-13 2:03pm LCD-Display are annotated in YOLOv8 format.
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
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 Drew Patton
4026 images 11 classes
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 sallaicsaba
6427 images 26 classes
* 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 - export- train- and deploy computer vision models ============================== CarDamage - v1 2023-11-25 7:09am Damage are annotated in YOLOv8 format. For state of the art Computer Vision training notebooks you can use with this dataset, 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 The dataset includes 7402 images. This dataset was exported via roboflow.com on January 12, 2024 at 8:25 AM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com damaged bumper damaged door damaged fender damaged headlight
by Crickets
6558 images 52 classes
* 50% probability of horizontal flip * Auto-orientation of pixel data (with EXIF-orientation stripping) * Random rotation of between -15 and +15 degrees * 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 23 24 25 26 27 28 30 31 32 33