Related Objects of Interest: ==============================, * annotate, and create datasets, * collect & organize images, * export, train, and deploy computer vision models, * use active learning to improve your dataset over time, for state of the art computer vision training notebooks you can use with this dataset,, * collaborate with your team on computer vision projects, * understand and search unstructured image data, roboflow is an end-to-end computer vision platform that helps you, visit https://github.com/roboflow/notebooks
Top State Computer Vision Models
The models below have been fine-tuned for various state 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 state detection model.
At the bottom of this page, we have guides on how to count states in images and videos.
by bcvt
9760 images 33 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Random Gaussian blur of between 0 and 1.5 pixels * Random rotation of between -15 and +15 degrees * Salt and pepper noise was applied to 5 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 21 22 23 24 25 26 27 28 29 30
by obsessedfish
279 images 136 classes
* Auto-contrast via adaptive equalization * 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 100 101 102 103 104 105 106 107 108 109 110
by Flash0007
4181 images 55 classes
* 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 19 20 21 22 23 24 25 26 27 28 29 30
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
by pragya
410 images 12 classes
by Unitbv
4032 images 12 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 ============================== 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 This dataset was exported via roboflow.com on January 28, 2023 at 5:38 PM GMT vehicles - v1 release-640 visit https://github.com/roboflow/notebooks
by max jay
1672 images 804 classes
Arch-Category_Customer-Enablement Arch-Category_Developer-Tools Arch-Category_Games Arch-Category_Networking-Content-Delivery Arch-Category_Quantum-Technologies Arch-Category_Robotics Arch-Category_Serverless Arch-Category_VR-AR Arch_AWS-Amplify Arch_AWS-App-Mesh Arch_AWS-App-Runner Arch_AWS-AppConfig Arch_AWS-AppSync Arch_AWS-Application-Auto-Scaling Arch_AWS-Application-Composer Arch_AWS-Application-Cost-Profiler Arch_AWS-Application-Discovery-Service Arch_AWS-Application-Migration-Service Arch_AWS-Auto-Scaling Arch_AWS-Backint-Agent
by Reed Johnson
3230 images 2 classes
by test
188 images 25 classes
* annotate, and create datasets * collaborate with your team on computer vision projects * collect & organize images * export, train, and deploy computer vision models * use active learning to improve your dataset over time 17 18 19 20 21 22 23 24 26 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, No image augmentation techniques were applied. Roadblocks are annotated in YOLO v5 PyTorch format. Roboflow is an end-to-end computer vision platform that helps you The dataset includes 213 images.
1409 images 16 classes
object * 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 This dataset was exported via roboflow.com on November 27, 2023 at 2:46 PM GMT cotton-plant-segmentation - v3 2023-11-27 8:15pm morningglory palmer_amaranth purple nutsedge visit https://github.com/roboflow/notebooks
by gj pw
3274 images 21 classes
object * 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 19 ============================== Car-parts are annotated in YOLOv8 Oriented Object Detection format. CarPartBB - v1 2023-10-19 1:12pm For state of the art Computer Vision training notebooks you can use with this dataset, No image augmentation techniques were applied. Roboflow is an end-to-end computer vision platform that helps you The dataset includes 3291 images. The following pre-processing was applied to each image: This dataset was exported via roboflow.com on February 12, 2024 at 11:07 AM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
by Test
4176 images 43 classes
object * Auto-orientation of pixel data (with EXIF-orientation stripping) * Random rotation of between -45 and +45 degrees * Resize to 640x640 (Stretch) * annotate, and create datasets * 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 21 22 23 24 25 26 27 28 29 30
by ingredients
9335 images 38 classes
* 50% probability of horizontal flip * Auto-orientation of pixel data (with EXIF-orientation stripping) * Equal probability of one of the following 90-degree rotations: none, clockwise, counter-clockwise * Random rotation of between -15 and +15 degrees * Randomly crop between 0 and 20 percent of the image * Resize to 416x416 (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 29 30
by TEST 1
2254 images 35 classes
chicken train #-Healthy-and-Sick-Chicken-Detection->-2023-02-04-2:29pm *-50%-probability-of-horizontal-flip *-50%-probability-of-vertical-flip *-Auto-orientation-of-pixel-data-(with-EXIF-orientation-stripping) *-Equal-probability-of-one-of-the-following-90-degree-rotations:-none *-Random-exposure-adjustment-of-between--25-and-+25-percent *-Resize-to-416x416-(Stretch) *-annotate *-collaborate-with-your-team-on-computer-vision-projects *-collect-&-organize-images *-export *-understand-and-search-unstructured-image-data *-use-active-learning-to-improve-your-dataset-over-time 1WOC-are-annotated-in-Tensorflow-Object-Detection-format. 2024-at-10:31-AM-GMT ============================== For-state-of-the-art-Computer-Vision-training-notebooks-you-can-use-with-this-dataset Healthy-and-Sick-Chicken-Detection---v18-2023-02-04-2:29pm
43 images 10 classes
by KKJJ8899
760 images 79 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Random brigthness adjustment of between -3 and +3 percent * Resize to 640x640 (Fit within) * 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 21 22 23 24 25 26 27 28 29 30
by Rush220
1600 images 30 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 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, Museum are annotated in YOLOv8 format. Roboflow is an end-to-end computer vision platform that helps you The dataset includes 1617 images. This dataset was exported via roboflow.com on April 14, 2024 at 4:59 AM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com archaeology books decorative-and-applied-arts documents graphics mineralogy museum-objects - v3 2024-04-14 1:28am
by ws01
2815 images 11 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 ============================== 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 This dataset was exported via roboflow.com on May 19, 2023 at 12:20 PM GMT reCAPTCHA 450 - v3 reCAPTCHA 450
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 newProduct
423 images 31 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * 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 1 18 19 20 21 22 23 24 25 ============================== Bottles are annotated in YOLOv8 format. For state of the art Computer Vision training notebooks you can use with this dataset,
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