docs.md

• Segment Anything from https://github.com/facebookresearch/segment-anything

The sam container has a default run command to launch Jupyter Lab with notebook directory to be /opt/

Use your web browser to access http://HOSTNAME:8888

How to run Jupyter notebooks

Once you are on Jupyter Lab site, navigate to notebooks directory.

Automatic Mask Generator Example notebook

Open automatic_mask_generator_example.ipynb.

Create a cell below the 4th cell, with only the following line and execute.

!wget https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth

Then, start executing the following cells (cells below Set-up)

Predictor Example notebook

Open predictor_example.ipynb.

Make sure you have sam_vit_h_4b8939.pth checkpoint file saved under notebooks directory.

Then, start executing the cells below Set-up.

Benchmark script

You can run the following command to run a benchmark script.

python3 benchmark.py --save sam.csv

Or for full options:

python3 benchmark.py \
  --images https://raw.githubusercontent.com/facebookresearch/segment-anything/main/notebooks/images/dog.jpg  https://raw.githubusercontent.com/facebookresearch/segment-anything/main/notebooks/images/groceries.jpg \
  --runs=1 --warmup=0 \
  --save sam.csv

Outputs are:

• sam_benchmark_output.jpg :
• sam.csv (optional) :