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LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

Python 946 180 Updated Jan 11, 2025

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

Python 1,120 151 Updated Nov 13, 2024

Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021

Python 626 107 Updated Oct 10, 2021

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

Python 1,130 268 Updated Dec 14, 2021

MDPI Journal: Remote Sensing Track 2023

302 29 Updated Sep 10, 2022

Python code for texture classification based on filter banks ('S', 'LMS', 'LML', 'RFS', 'MR8')

Python 4 1 Updated Nov 29, 2020

Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.

Python 55 14 Updated May 14, 2019

本实验的主要目的是基于遥感图像计算灰度共生矩阵,并基于该矩阵计算多种纹理特征。所有的计算结果已与ENVI结果进行对比,实验结果一致。

Python 136 29 Updated Jun 8, 2020

Python实现提取图像的纹理、颜色特征,包含快速灰度共现矩阵(GLCM)、LBP特征、颜色矩、颜色直方图。

Python 1 Updated Nov 29, 2019

deep learning for image processing including classification and object-detection etc.

Python 23,833 8,071 Updated Jan 12, 2025

Depth-Adaptive Superpixels

C++ 35 8 Updated Aug 16, 2014

Some basic image segmentation algorithms, include mean-shift, graph-based, SLIC, SEEDS, GrabCut, OneCut, et al.

C++ 44 23 Updated Jan 6, 2015

Image segmentation - general superpixel segmentation & center detection & region growing

Python 375 74 Updated Jan 4, 2022

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

Python 531 98 Updated May 1, 2023

The official code of CVPR 2022 paper (Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation).

Python 144 18 Updated Jun 13, 2022

This repository contains lists of state-or-art weakly supervised semantic segmentation works

592 87 Updated Apr 29, 2019

SC-CAM: Weakly-Supervised Semantic Segmentation via Sub-category Exploration (CVPR 2020)

Python 179 17 Updated Jul 19, 2021

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Python 10,985 1,585 Updated Jan 17, 2025

Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery

Python 33 10 Updated Jun 11, 2020

Code for "DoMars16k: A Diverse Dataset for Weakly Supervised Geomorphologic Analysis on Mars"

Python 3 4 Updated Dec 8, 2020

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

Python 2,758 410 Updated Oct 20, 2024

Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

Python 550 80 Updated Nov 1, 2021

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Jupyter Notebook 14,972 3,637 Updated Apr 21, 2022

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

Python 593 83 Updated Jun 20, 2020

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

Python 1 Updated Jun 2, 2021
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