[doc] update README.md

[chore] bump to version 1.0.6

[feat] add optional embedding_key argument to LISAForCausalLM.evaluate() method

[debug] now some functions can use an external logger, bump to version 1.0.5

[fix] fix path env variable not converted to string, bump to version 1.0.4

[feat] use the env RESOURCES_FOLDER for resource folder, default on PROJECT_ROOT_FOLDER and lisa-on-cuda ROOT project folder

[fix] try use default case on ROOT/static when env FASTAPI_STATIC is not defined, bump to version 1.0.2

[fix] use canonical way to show version using importlib.metadata.version (with dot), bump to version 1.0.1

[chore] bump to version 1.0.0, change way to show package version, update .gitignore

[chore] bump to version 0.2.2, remove unused import

[refactor] set vis_output folder from the env VIS_OUTPUT with default under ROOT project

[feat] rename ROOT_PROJECT ENV variable to PROJECT_ROOT_FOLDER, bump to version 0.2.1

[feat] add ROOT_PROJECT ENV variable

[bug] inference(): return 422 jsonresponse in case of invalid input

[bug] handle missing placeholder images when lisa_on_cuda is installed as dependency

[ci] prepare integration into samgis

[refactor] prepare packaging moving all the modules under 'lisa_on_cuda' (renamed from 'model')

[ci] rename repository name from lisa-on-gpu to lisa-on-cuda

[chore] upgrade dependencies (pin transformers==4.31.0 to avoid llava error), remove already installed packages on colab from requirements_colab.txt

[refactor] transform model and utils in python packages

[build] update idea configs

[refactor] code cleaning

[test] rename old notebook to tests_saturncloud.ipynb, add tests_colab.ipynb, update requirements_colab.txt

[test] fix test.ipynb, add example1_mask_0_broken.png

[test] update inference function to return also output mask, useful for tests (now on saturncloud test.ipynb notebook)

[ci] add requirements_colab.txt

[refactor] renamed inference() argument, updated logs

[refactor] start reducing complexity of chat.py

[fix] use sys.exit() instead than exit()

[refactor] move routes to dedicated routes.py, move app helper functions to dedicated app_helpers.py

[refactor] move the app python scripts under the app package

[fix] fix wrong path for image placeholders folder

[refactor] add and use create_placeholder_variables() function

[feat] load LISA model in 4 bit to avoid Memory limit exceeded errors

[refactor] lisa app has back all its functionalities

[fix] rename app.py to main.py, use empty sys.argv to keep only defaults args

[refactor] minor updates to .gitignore, Dockerfile

[refactor] fix missing parse_args() functions, fix inference()

[refactor] update pycharm .idea configs

[refactor] start reverting to original app.py content/1

[refactor] try revert to nvidia pytorch docker based image, nvidia based entrypoint.sh with uvicorn command

[fix] fix missing imports, wrong path in entrypoint.sh

[ci] change Dockerfile base image

[feat] restart from an example app to check what's working

[refactor] try avoid using "if __name__ == '__main__'"

[refactor] add FASTAPI_STATIC folder under ${XDG_CACHE_HOME}/static

[refactor] try mount the gradio app within a fastapi to prepare logging the session id

[refactor] set image precision with an external function

[fix] fix missing import

[debug] add some logs