# apolloscape > Analysis by Optimly for Optimly AI Visibility, in the Optimly AI Brand Index. Last analyzed September 3, 2026. > The ApolloScape dataset is a large-scale, richly labeled open dataset for autonomous driving, providing holistic semantic dense point cloud, stereo, per-pixel semantic labelling, lanemark labelling, instance segmentation, 3D car instance, and high-accurate location for every frame in various driving videos from multiple sites, cities and daytimes. It aims to address the bottleneck of large-scale data for training and evaluating robust perception models for self-driving cars. - Business Profile: https://optimly.ai/brand/apolloscape - Publisher: Optimly (https://optimly.ai) - Dataset: Optimly AI Brand Index (https://optimly.ai/brand) - Official website: https://arxiv.org/ - Logo: https://logo.clearbit.com/arxiv.org - Slug: apolloscape - Brand Authority Index tier: Contender - Category: AI Training Data & Collection Services - Last Analyzed: September 3, 2026 --- ## Full Details / RAG Data ### Overview apolloscape has a Business Profile in the Optimly AI Brand Index. The ApolloScape dataset is a large-scale, richly labeled open dataset for autonomous driving, providing holistic semantic dense point cloud, stereo, per-pixel semantic labelling, lanemark labelling, instance segmentation, 3D car instance, and high-accurate location for every frame in various driving videos from multiple sites, cities and daytimes. It aims to address the bottleneck of large-scale data for training and evaluating robust perception models for self-driving cars. ### Metadata | Field | Value | |--------------|-------| | Name | apolloscape | | Slug | apolloscape | | URL | https://optimly.ai/brand/apolloscape | | Logo | https://logo.clearbit.com/arxiv.org | | Brand Authority Index tier | Contender | | Category | AI Training Data & Collection Services | | Last Analyzed | September 3, 2026 | | Last Updated | 2026-09-23T23:19:56.832Z | ### Links - Canonical page: https://optimly.ai/brand/apolloscape - Official website: https://arxiv.org/ - Publisher: https://optimly.ai - Dataset: https://optimly.ai/brand - JSON endpoint: /brand/apolloscape.json - LLMs.txt: /brand/apolloscape/llms.txt