In-Sight is a hybrid edge/data center computer vision platform for building scalable, high-performance video analytics on Nvidia DeepStream. Our public repositories contain open-source components available in the platform.

Our organization deeply values the advantages of open-source software and actively contributes to its development. We understand that open source provides numerous benefits, such as transparency, accountability, and a large community of developers to collaborate with.

Contributing to open source allows us to access the knowledge and expertise of others while also giving back to the community. By working together to develop high-quality software, we can ensure that it is accessible and affordable to everyone, regardless of financial resources.

Furthermore, our commitment to open-source demonstrates our dedication to innovation, collaboration, and social responsibility. It allows us to build a strong reputation, attract like-minded customers and employees, and positively impact society as a whole.

• Savant: Python computer vision & video analytics framework with batteries included, optimized for Nvidia hardware;
• PipelineWatchdog: a watchdog service monitoring the state of the pipeline and restarting stuck components;
• Similari: Rust framework with Python bindings for building high-performance real-time multiple object trackers;
• RocksQ: Persistent Python in-proc queue built on RocksDB and Rust;

We also provide projects under the developer-friendly BSL-1.1 license. These projects are:

• Replay: Fast video archive and on-demand re-streaming database for edge and datacenter.
• MediaGateway: Secure bridge and AAA solution for building hybrid edge/data center computer vision pipelines.

The In-Sight team is an ML/AI department of Bitworks Software. We develop custom high-performance CV applications for various industries, providing full-cycle processes, including but not limited to data labeling, model evaluation, training, pruning, quantization, validation, verification, pipeline development, and CI/CD. We mainly focus on Nvidia hardware (both data center and edge).

We are part of the Nvidia Inception Program:

E-mail: [email protected], Discord: https://discord.com/invite/KVAfGBsZGd