Code for ECML PKDD 2022 paper: No More Strided Convolutions or Pooling: A Novel CNN Architecture for Low-Resolution Images and Small Objects

一个本地的基于内容的图像检索系统，实现了包括颜色特征提取（颜色直方图，HSV中心距），纹理特征（灰度共生矩阵，LBP算子），边缘特征（边缘直方图），哈希感知算法（aHash,pHash,dHash算法等），SIFT特征提取。以及基于VGG-16提取特征等功能

Estimating global ammonia (NH3) emissions based on IASI observations from 2008 to 2018

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

MambaOut: Do We Really Need Mamba for Vision?

The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing…

[arXiv] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation".

(ARXIV24) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".

Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"

Grok open release

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

ABC: Attention with Bilinear Correlation for Infrared Small Target Detection

code of article ISTDU-Net：Infrared Small-Target Detection U-Net

code and trained models for "Asymmetric Contextual Modulation for Infrared Small Target Detection"

This repository contains the official code of DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

[CVPR 2022 Oral] QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection

Official Implementation of Attention-Guided Pyramid Context Networks for Infrared Small Target Detection

List of awesome infrared small targets detection methods!

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Ultralytics YOLO11 🚀