https://github.com/kaustuv-d/sign_lingo

A hand gesture & sign language detection Project, based on Computer Vision
https://github.com/kaustuv-d/sign_lingo

Last synced: about 8 hours ago
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A hand gesture & sign language detection Project, based on Computer Vision

• Host: GitHub
• URL: https://github.com/kaustuv-d/sign_lingo
• Owner: kaustuv-d
• Created: 2023-10-10T16:40:02.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-10-11T13:36:15.000Z (about 1 year ago)
• Last Synced: 2023-10-12T03:33:23.832Z (about 1 year ago)
• Language: Python
• Size: 6.12 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Sign Lingo

#### A hand gesture & Sign Language Detection Project, based on Computer Vision. Action Recognition using MediaPipe Holistic, OpenCV and an LSTM Deep Learning model.

Here, this model is trained manually for three actions: 

1. "Hello"

2. "Thanks"

3. "I Love You"

Trained on cpu, here are the following insights from tensorboard while training

### Training Insights

Categorical Accuracy : 

![sign_lingo_tensorB-Accuracy](https://github.com/kaustuv-d/Sign_Lingo/assets/117767351/7aa87cf8-6a37-40ce-9d56-a7558b33cedf)

Loss : 

![sign_lingo_tensorB-Loss](https://github.com/kaustuv-d/Sign_Lingo/assets/117767351/79be5437-9dff-4b6c-b369-8bddd01d7bff)

### Accuracy :

- Test data : 1

- Training data : 0.9294117647058824