tigasgon1999 / Agricultural-Pattern-RecognitionLinks
This project focuses on using the Semantic Segmentation Deep Learning architecture DeepLAbV3+ on the Agriculture-Vision dataset. We focus on improving the architecture's performance by solving the class imbalance problem present in the data.
☆13Updated 2 years ago
Alternatives and similar repositories for Agricultural-Pattern-Recognition
Users that are interested in Agricultural-Pattern-Recognition are comparing it to the libraries listed below
Sorting:
- ☆62Updated 2 years ago
- The semantic segmentation of remote sensing images☆77Updated 3 years ago
- Pytorch implementation for Semantic Segmentation with multi models (Deeplabv3, Deeplabv3_plus, PSPNet, UNet, UNet_AutoEncoder, UNet_neste…☆203Updated 5 years ago
- PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, Google…☆56Updated last year
- [PR2022] The Code of “EANet: Iterative Edge Attention Network for Medical Image Segmentation”☆62Updated 3 years ago
- ☆37Updated 2 years ago
- (MICCAI 2021 [MSNet] & MICCAI 2022 GOALS Challenge [M2SNet]) Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentatio…☆132Updated last year
- 🛰️ Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images (TNNLS 2024)☆83Updated last year
- This repository contains the official code of DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation☆97Updated last year
- ☆11Updated 3 months ago
- Official Pytorch implementation of Dual Cross-Attention for Medical Image Segmentation☆143Updated 11 months ago
- A pytorch implementation of UNet for semantic segmentation especially for remote sensing images☆26Updated 2 weeks ago
- This repo is an pytorch implementation of CVPR2019 paper: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flex…☆33Updated 6 years ago
- [IEEE TCYB 2024] CTNet: Contrastive Transformer Network for Polyp Segmentation☆32Updated 5 months ago
- Elsevier-CIBM-2023: A deeper and more compact split-attention U-Net for medical image segmentation☆86Updated last year
- TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation☆85Updated 2 years ago
- [IPMI 2023, Medical Image Analysis] Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation☆62Updated 3 months ago
- 使用pyQt作为GUI框架的图像语义分割软件,支持mobilenet、resnet50、hrnet等8个模型☆45Updated 5 years ago
- [WACV 2024] An implementation of MEGANet for polyp segmentation with multi-scale edge-guided attention☆98Updated last year
- DA-TransUNet: Combining Dual Attention of Position and Channel with Transformer U-net for Medical Image Segmentation☆167Updated 2 months ago
- [BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentat…☆55Updated 8 months ago
- Representation Learning and Representation Fusion for computer vision, semantic scene understanding, and robotics.☆70Updated 2 years ago
- Segmentation models with pretrained backbones. PyTorch.☆35Updated 3 years ago
- This repo holds the code of TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation☆200Updated 3 years ago
- The semantic segmentation of remote sensing images☆98Updated 3 years ago
- ☆155Updated 3 months ago
- [TGRS 2022] Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation☆60Updated last year
- The semantic segmentation of remote sensing images☆38Updated last year
- CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation☆82Updated 2 months ago
- 通过将残差网络作为编码器,改进UNet ( improving the unet by using the resnet as the encoder )☆12Updated 5 years ago