Shypd.aiThe largest open index of AI toolsScene-Graph-Benchmark.pytorch is an open-source AI tool that provides a codebase for Scene Graph Generation (SGG) methods. It offers visualization and scene graph extraction capabilities for custom images and datasets, serving as a PyTorch implementation of the "Unbiased Scene Graph Generation from Biased Training CVPR 2020" paper.
Trending
About
Scene-Graph-Benchmark.pytorch is a comprehensive open-source codebase for Scene Graph Generation (SGG) methods, built on top of the well-known maskrcnn-benchmark project. It serves as a PyTorch implementation of the paper "Unbiased Scene Graph Generation from Biased Training CVPR 2020." The tool allows users to visualize and extract scene graphs from custom images and datasets, supporting various SGG protocols including Predicate Classification (PredCls), Scene Graph Classification (SGCls), and Scene Graph Detection (SGDet). It integrates predefined models like Neural-MOTIFS, IMP, VCTree, and Transformer, and offers options for customizing models. The project also introduces and clarifies SGG metrics, achieving state-of-the-art Recall@k on SGCls & SGGen. It's designed to be novice-friendly and easier to modify than previous frameworks.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
