ELISA: Extractive Language-Instructed Segmentation Assistant

An improved implementation building upon LISA (Language-Instructed Segmentation Assistant).

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References

This work builds upon the original LISA implementation and research:

LISA: Reasoning Segmentation via Large Language Model (Lai et al., 2023)
An Improved Baseline for Reasoning Segmentation with Large Language Model (Yang et al., 2023)
Original LISA repository: https://github.com/dvlab-research/LISA

Name		Name	Last commit message	Last commit date
Latest commit History 49 Commits
img		img
llava_finetune		llava_finetune
preprocessing		preprocessing
.env.example		.env.example
.gitignore		.gitignore
.python-version		.python-version
ELISA.pdf		ELISA.pdf
README.md		README.md
alphaclip_similarities.ipynb		alphaclip_similarities.ipynb
config.example.yaml		config.example.yaml
configuration.py		configuration.py
inference.py		inference.py
inspect_adapter.py		inspect_adapter.py
preprocess.py		preprocess.py
pyproject.toml		pyproject.toml
requirements.txt		requirements.txt
train.py		train.py
uv.lock		uv.lock
validation.py		validation.py
webapp.py		webapp.py