high-resolution-image 开源项目推荐（12 个）

3DOM-FBK /deep-image-matching

Multiview matching with deep-learning and hand-crafted local features for COLMAP and other SfM software. Supports high-resolution formats and images with rotations. Both CLI and GUI are supported.

guyyariv /DyPE

[ICML 2026] Official implementation for "DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion".

zhaozhen2333 /iFLYTEK2021

The Winning Solution to the Cultivated land Extraction From High-Resolution Remote Sensing Image Challenge (1 / 486)

VinAIResearch /MagNet

Progressive Semantic Segmentation (CVPR-2021)

haoningwu3639 /MegaFusion

[WACV 2025] MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning

Kaminyou /Dense-Normalization

[ECCV 2024] Official implementation of "Every Pixel Has its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense Normalization"

long123524 /HGINet-torch

Official code: Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images

Mrkomiljon /awesome-generative-ai

Multimodal generative AI resources : talking heads, STT, TTS, image & video generation, and AI Agent

jonasiaho /WholeTumorSeg

Segmentation and analysis pipeline for high-resolution whole tissue images.

arbazcodes /Super-Resolution-Image-Generation-with-Deep-Learning

Showcases image processing techniques using hyperspectral imaging. It includes the steps to import hyperspectral images, generate a low-resolution hyperspectral image, and a high-resolution RGB image. The script splits the images into training and testing sets, normalizes the data, and then proceeds to create a super-resolution model using a CNN.

Mutton-hub /adatile-mcp

AdaTile-MCP: high-resolution image adaptive tiling MCP server for DeepSeek vision model (deepseek-v4-flash-vision-exp). L1-L6 pipeline (fastpath, saliency, adaptive tiling, Files API assembly, streaming VLM, rule-based merge) + eval harness. Setup: clone, run setup.bat, add your agent MCP config -> see README.

werserk /Polar-bear-detection

First place solution of Digital leaders summer school hackathon. The task is polar bear detection from UAV images.