IEEE

Efficientnet-Lite and Hybrid CNN-KNN Implementation for Facial Expression Recognition on Raspberry Pi

Abstract: Facial expression recognition (FER) is the task of determining a person’s current emotion. It plays an important role in healthcare, marketing, and counselling. With the advancement in deep ...
IEEE

Improving KNN Algorithm Efficiency Based on PCA and KD-tree

Abstract: K-nearest neighbor (KNN) algorithm is a simple and widely used classification method in machine learning. This algorithm tries to search every object in the dataset to find the nearest ...
GitHub

Improving 2D Feature Representations by 3D-Aware Fine-Tuning

This is the official repository for the paper Improving 2D Feature Representations by 3D-Aware Fine-Tuning. The code has been tested on Linux with Python 3.10.14, torch 1.9.0, and cuda 11.8. Create an ...
GitHub

didar00/Weighted-KNN-Algorithm-With-Inverse-Distance-Weighting-Method-Python

In weighted KNN algorithm, inverse distance weighting method has been used to determine the importance of the points in terms of distance. According to this method, the nearest neighbors' labels have ...