/CNN-Grimace-detection

This repository enables grimace expression detection in images and videos using a trained Convolutional Neural Network (CNN) model. It includes a pre-trained model and code for seamless integration.

Primary LanguageJupyter Notebook

CNN-Grimace-detection

This repository enables grimace expression detection in images and videos using a trained Convolutional Neural Network (CNN) model. It includes a pre-trained model and code for seamless integration.

Overview

Grimace detection is crucial in various applications such as emotion recognition, healthcare, and human-computer interaction. This repository provides a pre-trained CNN model for accurately detecting grimace expressions.

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Features

-Detection of various grimace expressions including duckface, eyes closed, left eye blink, open mouth, right eye blink, and tongue out. -Seamless integration with image and video data. -Easy-to-use interface for running inference on custom data.

Dataset

In this project, I used the Roboflow dataset https://universe.roboflow.com/grimace-mode-pfe-po5cs/grimace-classification