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微调 Inception-ResNet-V2, 解决 AI Challenger 2017 场景分类问题。
pytorch版—使用resnet50迁移学习实现皮肤病图片的二分类
MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"
🌍 Code accompanying the article "Self-Supervised Learning for Scene Classification in Remote Sensing: current State of the Art and Perspectives"
这是对于simclr的tracin探究，其中simclr_train是训练单独完整的simclr需要的，整体SimCLR文件夹是simclr运行主体，SimCLR中run是调试运行入口，valid_simclr_pre是对生成的simclr模型进行测试，生成的数据保存在run_data里
Codes for paper "Semantic Segmentation of Remote Sensing Images With Self-Supervised Multitask Representation Learning"
Master Thesis
Repository for semantic segmentation of plants using UNet architecture
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Pytorch codes for 'LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images'
[TGRS 2022] Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
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Fuzzy based segmentation of remotely sensed images using an Adaptive Neuro Fuzzy Inference System (ANFIS).
Implementation of ANFIS using the pyTorch framework