{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/6"}],"enrichment":{"capability":"Removes backgrounds from images and videos using a deep learning model (InSPyReNet), producing transparent or custom-background output via command-line, Python API, or GUI.","skillfed_tags":["image-segmentation","computer-vision","deep-learning"],"use_cases":["Batch remove backgrounds from product photos for e-commerce listings","Extract foreground subjects from video frames for compositing or analysis","Preprocess images for machine learning pipelines that require transparent or uniform backgrounds","Real-time webcam background removal for streaming or video conferencing (Linux only, optional)","Create cutout images for graphic design or document preparation"],"what_it_does":"Transparent Background is a background removal tool built on the InSPyReNet deep learning model (ACCV 2022). It takes images, videos, or webcam streams and produces output with transparent backgrounds or custom replacement backgrounds. The package wraps a pre-trained segmentation model and handles the full pipeline: loading input, running inference, estimating foreground color (optionally with GPU acceleration via pymatting), and writing output in multiple formats.\n\nYou can use it three ways: as a command-line tool with options for resize mode, output format, and batch processing; as a Python API for integration into larger workflows; or through a GUI (requires optional flet dependency). The model supports multiple inference modes (base, fast, base-nightly) trading off speed and detail. Core dependencies include torch, torchvision, opencv-python, timm, kornia, and albumentations for image processing.","worth_installing":"Yes, if you need background removal and can accept PyTorch as a dependency. The package is actively maintained, permissively licensed, and widely used. Install friction is low for standard use cases. Avoid if you need stable small-image handling without workarounds, or if webcam support on non-Linux platforms is critical\u2014both are documented limitations."},"id":"transparent-background","links":{"html":"https://skillfed.io/packages/transparent-background","md":"https://skillfed.io/packages/transparent-background.md","pypi":"https://pypi.org/project/transparent-background/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2025-05-14","license_spdx":null,"license_treatment":"permissive","name":"transparent-background","python_support":"supports_current","summary":"Make images with transparent background"},"popularity":{"monthly_downloads":317274,"position":7663,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.3.4"}