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Awesome List of Attention Modules and Plug&Play Modules in Computer Vision

Python 1,158 170 Updated May 11, 2023

A Pytorch implementation of SMU: SMOOTH ACTIVATION FUNCTION FOR DEEP NETWORKS USING SMOOTHING MAXIMUM TECHNIQUE

Python 45 8 Updated Jul 31, 2022

the modify for shufflenets: shufflenet_v2_csp;shufflenet_v2_k5;shufflenet_v2_liteconv;shufflenet_v2_se_attention;shufflenet_v2_sk_attention

Python 68 21 Updated Jan 14, 2021

pytorch版—使用resnet50迁移学习实现皮肤病图片的二分类

Python 125 35 Updated Nov 25, 2019

Skin Lesion Classifier using the ISIC 2018 Task 3 Dataset.

Python 1 Updated Mar 28, 2024

This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"

Python 413 46 Updated Sep 10, 2024

A hybrid approach is proposed by fusing and optimizing the properties of handcrafted and deep features to classify the breast cancer images. HOG and LBP features are serially fused with pre-trained…

MATLAB 3 1 Updated Feb 7, 2023

Breast cancer classification and evaluation of classifiers

MATLAB 3 1 Updated Feb 21, 2021

Paper accepted by ICPR 2018. \\ Title : Riemannian kernel based nystrom method for approximate infinite-dimensional covariance descriptors with application to image set classification.

MATLAB 1 Updated Jun 14, 2020

[Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification

MATLAB 12 5 Updated May 28, 2022

Here I train Support Vector Machine, Linear Discriminant Analysis, and a four-layer feed forward neural net to classify 10 image categories from CIFAR-10 dataset achieving the highest accuracy with…

MATLAB 7 1 Updated Jul 15, 2018

Course project code for a breast cancer image classification task.

MATLAB 3 4 Updated Jan 13, 2017

Codes and datasets for the paper "Improved twin support vector machine algorithm and applications in classification problems"

MATLAB 3 1 Updated Nov 10, 2022

Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.

MATLAB 81 18 Updated Feb 25, 2023

Refining the Accuracy and Efficiency to classify brain tumor images into malignant and benign using Matlab

MATLAB 43 15 Updated Mar 6, 2020

A novel segmentation-to-classification scheme for breast ultrasound image classification

Python 15 6 Updated Dec 17, 2021

This is the implemenatation of a Machine Learning Model which classifies various features in satellite image using the k-means clustering Alogrithm.

MATLAB 4 Updated Jun 1, 2021

Detect traffic sign and recognize them using Image Processing algorithms and Machine Learning(Random Forest)

MATLAB 13 2 Updated Jun 25, 2022

Image Feature Extraction and Classification Using Python

Python 113 50 Updated Feb 7, 2017

深度学习图像分类的入门教程

Python 284 69 Updated Apr 9, 2019

python实现的图像检索系统,包括特征提取、建立图像库、建立索引、特征比对和结果评估。

Python 12 6 Updated Jun 19, 2018

利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码

Jupyter Notebook 1,405 339 Updated Feb 6, 2023