#python

The clip-retrieval project facilitates efficient semantic search through CLIP-based text and image embeddings, processing up to 100 million pairs swiftly. Compatible with 3080 GPU, it supports remote querying, fast inference, and indexing, and includes data filtering. Offering a user-friendly interface, it scales well with tools like DeepSparse, providing an effective infrastructure for handling large multimodal datasets.

CodeBox offers a straightforward cloud infrastructure to execute Python code in sandboxed environments, suitable for machine learning apps and services. This tool is easy to install using pip and accommodates diverse environments ranging from local development to fully scaled production systems. Access its functionalities by obtaining an API key from the pricing page and delve into its extensive documentation for more insights. Embrace CodeBox's open-source nature under the MIT license, making it a reliable and community-oriented resource for developers.

inbac is a versatile tool for interactive batch image cropping, suitable for efficiently processing large volumes of images. It offers straightforward installation through a standalone executable or Python's pip command. Users can intuitively select, resize, and save specific image selections using mouse controls, with features for adjusting aspect ratio, output format, and image quality. This makes inbac a practical solution for photographers and graphic designers seeking to enhance productivity with customizable image editing options.