Universe

Hand Gesture Recognition Computer Vision Model

byFinal Year ProjectTask:
Object Detection
License:CC BY 4.0743 views29 downloads

How to use the Hand Gesture Recognition Detection API

Try This Model

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Code Snippets

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://serverless.roboflow.com",
    api_key="API_KEY"
)

result = CLIENT.infer("YOUR_IMAGE.jpg", model_id="hand-gesture-recognition-pgjgg/1")
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Code
pip install inference-sdk
# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "closedFist, fingerCircle, fingerSymbols, openPalm, semiOpenFist"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 
See all 2.1k imagesHand Gesture Recognition hand sample showing fingerSymbolsHand Gesture Recognition hand sample showing semiOpenFistHand Gesture Recognition hand sample showing fingerCircleHand Gesture Recognition hand sample showing openPalmHand Gesture Recognition hand sample showing semiOpenPalmHand Gesture Recognition hand sample showing fingerCircleHand Gesture Recognition hand sample showing singleFingerBendHand Gesture Recognition hand sample showing fingerSymbolsHand Gesture Recognition hand sample showing semiOpenFistHand Gesture Recognition hand sample showing semiOpenPalmHand Gesture Recognition hand sample showing semiOpenPalmHand Gesture Recognition hand sample showing closedFist

About Hand Gesture Recognition Model

A description for this project has not been published yet.

Cite This Project

LicenseCC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ hand-gesture-recognition-pgjgg_dataset,
  title = { Hand Gesture Recognition Dataset },
  type = { Open Source Dataset },
  author = { Final Year Project },
  howpublished = { \url{ https://universe.roboflow.com/final-year-project-ih9tk/hand-gesture-recognition-pgjgg } },
  url = { https://universe.roboflow.com/final-year-project-ih9tk/hand-gesture-recognition-pgjgg },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2023 },
  month = { apr },
  note = { visited on 2026-07-29 },
}

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