Libra
by YifanXu74
Simple PyTorch implementation of "Libra: Building Decoupled Vision System on Large Language Models" (accepted by ICML 2024)
AI summary
Decoupled vision system
An implementation of a decoupled vision system using large language models
- stars
- 153
- forks
- 2
- watching
- 2
Similar projects
Found by comparing what the projects do, not just their names.
Vision-Language Learning Model
Develops and trains models for vision-language learning with decoupled language pre-training
Model debiasing
Debiasing techniques to minimize hallucinations in large visual language models
Vision-Language Model Framework
Implementing a unified modal learning framework for generative vision-language models
Image restorer
This project controls vision-language models to restore degraded images in various environments and conditions.
Vision Language Integrator
Improves performance of vision language tasks by integrating computer vision capabilities into large language models
Segmentation algorithm
Implementations of federated incremental semantic segmentation in PyTorch.
Vision Language Model
Develops a PyTorch implementation of an enhanced vision language model
Image processing library
A library of fast computer vision algorithms implemented in C++ for speed, operating over numpy arrays.
LLM
An open-source implementation of a vision-language instructed large language model
Segmentation library
A PyTorch implementation of FCN for semantic segmentation with an easy-to-use interface and pre-trained models.
fyu/dilation782
Image segmentation framework
This project provides a deep learning framework implementing dilated convolutions for semantic image segmentation
Hallucination mitigation
This project provides an official PyTorch implementation of a method to interpret and edit vision-language representations to mitigate hallucinations in image captions.
Model validator
Analyzing and mitigating object hallucination in large vision-language models to improve their accuracy and reliability.
Image deblurring software
Implementation of an algorithm for single image deblurring in images with defocus blur
Vision-Language Model
A PyTorch implementation of an encoder-free vision-language model that can be fine-tuned for various tasks and modalities