{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/7"}],"enrichment":{"capability":"Provides programmatic access to RF100-VL, a multi-domain object detection benchmark dataset of 100 datasets across seven domains, enabling download and evaluation of vision-language models and object detection systems.","skillfed_tags":["computer-vision","benchmark-dataset","object-detection"],"use_cases":["Benchmark vision-language models on out-of-distribution object detection tasks across multiple domains.","Evaluate few-shot object detection models using RF20-VL-FSOD with 10 annotated examples per class.","Download and organize multi-domain datasets for training and testing custom object detection systems.","Participate in the CVPR 2025 Few-Shot Object Detection challenge with standardized evaluation protocols.","Compare fully supervised and semi-supervised detection approaches on diverse real-world imagery."],"what_it_does":"RF100-VL is a Python interface to a large-scale object detection benchmark comprising 100 annotated datasets spanning seven domains: flora and fauna, sport, industry, document processing, laboratory imaging, aerial imagery, and miscellaneous real-world use cases. The package wraps the Roboflow platform to provide helper functions for retrieving dataset objects and downloading data in COCO JSON format.\n\nThe package is designed for researchers and practitioners benchmarking object detection models, including fully supervised, semi-supervised, few-shot, and vision-language models with localization capabilities. It includes subsets like RF100-VL-FSOD and RF20-VL for few-shot object detection evaluation, and supports the CVPR 2025 Few-Shot Object Detection challenge. Datasets are downloaded to local directories organized by project, making it straightforward to iterate on model development and evaluation.","worth_installing":"Yes. The package offers low install friction, active maintenance, permissive licensing, and provides access to a substantial benchmark resource for object detection research. Install it if you are working on vision-language models, few-shot detection, or need a diverse multi-domain evaluation dataset\u2014but note that you must obtain and configure a Roboflow API key beforehand."},"id":"rf100vl","links":{"html":"https://skillfed.io/packages/rf100vl","md":"https://skillfed.io/packages/rf100vl.md","pypi":"https://pypi.org/project/rf100vl/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-05-23","license_spdx":null,"license_treatment":"permissive","name":"rf100vl","python_support":"supports_current","summary":"RF100-VL Dataset Interface"},"popularity":{"monthly_downloads":190578,"position":9905,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.1.2"}