SoM
[arXiv 2023] Set-of-Mark Prompting for GPT-4V and LMMs
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Download Latest Version (.zip)- method2_xyz.png
- som_bench_bottom.jpg
- som_bench_upper.jpg
- som_gpt4v_demo.mp4
- som_logo.png
- som_toolbox_interface.jpg
- teaser.png
- README.md
- seem_focall_unicl_lang_v1.yaml
- semantic_sam_only_sa-1b_swinL.yaml
- gpt-4v-som-example.jpg
- ironing_man.jpg
- ironing_man_som.png
- som_logo.png
- __init__.py
- ms_deform_attn_func.py
- __init__.py
- ms_deform_attn.py
- ms_deform_attn_cpu.cpp
- ms_deform_attn_cpu.h
- ms_deform_attn_cuda.cu
- ms_deform_attn_cuda.h
- ms_deform_im2col_cuda.cuh
- ms_deform_attn.h
- vision.cpp
- make.sh
- setup.py
- test.py
- __Init__.py
- inference_sam_m2m_auto.py
- inference_sam_m2m_interactive.py
- __init__.py
- __init__.py
- automatic_mask_generator.py
- inference_seem_interactive.py
- inference_seem_pano.py
- interactive_seem_m2m_auto.py
- __init__.py
- __init__.py
- automatic_mask_generator.py
- inference_semsam_m2m_auto.py
- interactive_idino_1o1_box.py
- interactive_idino_m2m.py
- interactive_predictor.py
- visualizer.py
- .env.example
- .gitignore
- client.py
- CODE_OF_CONDUCT.md
- demo_gpt4v_som.py
- demo_som.py
- deploy.py
- deploy_requirements.txt
- docker-build-ec2.yml.j2
- Dockerfile
- download_ckpt.sh
- entrypoint.sh
- gpt4v.py
- LICENSE
- README.md
- SECURITY.md
- SUPPORT.md
# Installation Guide
git clone https://github.com/microsoft/SoM
Downloads the entire project code from GitHub to your computer.
cd SoM
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip install git+https://github.com/UX-Decoder/Segment-Everything-Everywhere-All-At-Once.git@package
Installs the package published on PyPI directly β no need to clone the source.
pip install git+https://github.com/facebookresearch/segment-anything.git
Installs the package published on PyPI directly β no need to clone the source.
pip install git+https://github.com/UX-Decoder/Semantic-SAM.git@package
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.
3. Docker
Easy- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker build -t som .
Builds a runnable image based on the Dockerfile.
docker run -p 8080:80 som
Runs the built image as an actual container.
4. Python
Easypip install git+https://github.com/UX-Decoder/Segment-Everything-Everywhere-All-At-Once.git@package
Installs the package published on PyPI directly β no need to clone the source.
pip install git+https://github.com/facebookresearch/segment-anything.git
Installs the package published on PyPI directly β no need to clone the source.
pip install git+https://github.com/UX-Decoder/Semantic-SAM.git@package
Installs the package published on PyPI directly β no need to clone the source.
python -m pip install 'git+https://github.com/MaureenZOU/detectron2-xyz.git'
Installs the Python libraries listed in requirements.txt (or similar).
Pulled directly from this repo's README.