Themlmodel

Minimal from-scratch segmentation baseline focused on improving IoU and pixel accuracy without using any pretrained/open-source model weights.

Setup

python -m pip install -r requirements.txt

Run tests

python -m unittest discover -s tests -v

Telegram bot integration

The package includes a Telegram integration layer in themlmodel.telegram_integration.

Set your bot token using an environment variable (do not hardcode it in code):

export TELEGRAM_BOT_TOKEN="your-token"

Then call:

from themlmodel import send_telegram_message

send_telegram_message(chat_id=123456, text="Training finished ✅")

Security note: If a token was shared publicly, rotate/revoke it in BotFather and replace it with a new one.