tigasgon1999 / Agricultural-Pattern-Recognition
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.
☆12Updated 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
- CCBANet: Cascading Context and Balancing Attention for Polyp Segmentation☆25Updated 3 years ago
- ☆49Updated last year
- This repository contains the official code of DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation☆93Updated last year
- CGGLNet: Semantic Segmentation Network for Remote Sensing Images Based on Category-Guided Global-Local Feature Interaction☆15Updated 2 months ago
- Official implementation of "Exploiting Scale-Variant Attention for Segmenting Small Medical Objects"☆48Updated last week
- ☆8Updated 10 months ago
- ☆51Updated 2 years ago
- Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperf…☆66Updated 3 years ago
- TGANet: Text-guided attention for improved polyp segmentation [Early Accepted & Student Travel Award at MICCAI 2022]☆73Updated 2 years ago
- MICCAI 2022 : Lesion-aware Dynamic Kernel for Polyp Segmentation (Pytorch implementation).☆16Updated 2 years ago
- This repo is an pytorch implementation of CVPR2019 paper: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flex…☆31Updated 6 years ago
- ☆11Updated 2 years ago
- Learning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation (MICCAI2021)☆16Updated 4 months ago
- [BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentat…☆43Updated 3 months ago
- [BSPC22]The Code of “CGRNet: Contour-Guided Graph Reasoning Network for Ambiguous Biomedical Image Segmentation”☆12Updated 3 years ago
- A PyTorch implementation of Gated-SCNN based on ICCV 2019 paper "Gated-SCNN: Gated Shape CNNs for Semantic Segmentation"☆29Updated 4 years ago
- DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation (PRCV)☆63Updated 10 months ago
- TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation☆24Updated 2 years ago
- ☆15Updated last year
- Unet, ResUnet, DenseUnet, SE-ResUnet, Dual Attention ResUnet, Attention Gates ResUnet☆18Updated 3 years ago
- [WACV 2024] An implementation of MEGANet for polyp segmentation with multi-scale edge-guided attention☆75Updated last year
- [TMI 2023] XBound-Former: Toward Cross-scale Boundary Modeling in Transformers☆48Updated 2 years ago
- ☆59Updated last year
- ☆36Updated 9 months ago
- The semantic segmentation of remote sensing images☆77Updated 2 years ago
- ☆29Updated 2 years ago
- Due to the irregular shapes,various sizes and indistinguishable boundaries between the normal and infected tissues, it is still a challen…☆16Updated 3 years ago
- Codes for MICCAI2021 paper "Shallow Attention Network for Polyp Segmentation"☆59Updated 3 years ago
- Meta Transfer Learning for Few Shot Semantic Segmentation using U-Net☆24Updated 4 years ago
- Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network [CBMS: Computer-Based Medical Systems 2022]☆10Updated 2 years ago