Hand Gesture Recognition Yolo V7

## Overview

Hand Gesture Recognition Yolo V7 is a dataset for object detection tasks - it contains Gesture Recognition Accuracy annotations for 240 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

ASL Signs Hand

## Overview

ASL Signs Hand is a dataset for object detection tasks - it contains Hand annotations for 436 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Open Hand Gesture

## Overview

Open Hand Gesture is a dataset for object detection tasks - it contains Open Hand annotations for 349 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Here are a few use cases for this project:

1. Gesture Recognition: The hand detection model could be used in applications to interpret sign language or harness control interfaces purely based on hand gestures. For example, in a smart home setting, the model could help in controlling lighting, temperature, or open curtains just through hand gestures.

2. Healthcare and Rehabilitation: The model could be adopted in the health sector especially for physical rehab and patient monitoring. Tracking hand and finger movements can aid in assessing the progress of a patient's hand motor skills after an illness or injury like stroke or fractures.

3. Virtual/Augmented Reality: Hand detection can be a vital component in VR/AR applications where hand movements can be used to simulate interactions with virtual objects, improving immersion and user experience.

4. Robotics and Human-Machine Interaction: Use the model to improve human-robot interaction, helping robots to interpret human intentions from their hand gestures and movements.

5. Security and Identification: Use the model for biometric identification systems. This could be used as an additional layer of security, recognizing individual’s unique hand ridge patterns.

Hand Sign Language

## Overview

Hand Sign Language is a dataset for object detection tasks - it contains Hello Iloveyou Thanks No Yes annotations for 226 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hand_Gesture_Recognition

## Overview

Hand_Gesture_Recognition is a dataset for object detection tasks - it contains Objects annotations for 1,500 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [MIT license](https://creativecommons.org/licenses/MIT).

Hand Sign Dataset_HD

## Overview

Hand Sign Dataset_HD is a dataset for object detection tasks - it contains A annotations for 1,000 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hand Signals 2.2

## Overview

Hand Signals 2.2 is a dataset for object detection tasks - it contains Hands annotations for 2,027 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Handsign For Numbers

## Overview

Handsign For Numbers is a dataset for object detection tasks - it contains Hand annotations for 2,282 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hand Signs Detector

## Overview

Hand Signs Detector is a dataset for object detection tasks - it contains Hand Signs annotations for 1,656 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hand Sign Detection

## Overview

Hand Sign Detection is a dataset for object detection tasks - it contains Hand annotations for 1,485 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hands Signals

## Overview

Hands Signals is a dataset for object detection tasks - it contains Hand annotations for 294 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hand Sign Of E

## Overview

Hand Sign Of E is a dataset for object detection tasks - it contains E annotations for 200 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Custom Hand Gestures

## Overview

Custom Hand Gestures is a dataset for object detection tasks - it contains Hands Gestures annotations for 1,398 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Remote Hand Gestures

## Overview

Remote Hand Gestures is a dataset for object detection tasks - it contains Fingers annotations for 823 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hand Signs Detection

## Overview

Hand Signs Detection is a dataset for object detection tasks - it contains Objects annotations for 996 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

1. There are 200 image of sign S
2. train/valid/test - 70/20/10
3. preprocess - auto rotate/resize (416x416)
4. aug - brightness(+25%)/ crop(0%-20%)

Hand Gesture Drive

## Overview

Hand Gesture Drive is a dataset for object detection tasks - it contains STOP annotations for 748 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hand Gesture Detection 2

## Overview

Hand Gesture Detection  2 is a dataset for object detection tasks - it contains Hand Gesture DuSR annotations for 2,466 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Hand Gesture Vehicle

## Overview

Hand Gesture Vehicle is a dataset for object detection tasks - it contains Left annotations for 1,667 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).