How to Install SAM3 in LightCraft

LightCraft doesn’t ship with SAM3 model necessary for subject detection in an image. And the official source on Hugging Face is gated. Here’s how you can get a copy.

Concurrently Run CLI Processes with Python

Series: Python Cookbook

Concurrently run subprocesses

Using a Different Python Version in a Virtual Environment

Series: Python Cookbook

Configure a python virtual environment to use a specific python version

Merge Two DataFrames by Column

Series: Python Cookbook

Joining two dataframes on a key with pandas

Convert Boolean Columns in a Dataframe to Float

Series: Python Cookbook

A function to convert boolean columns in a dataframe to float dtype