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iNaturalist keeps full species classification models private

computervision We're doing some computer vision stuff at iNat. models iNaturalist makes a subset of its machine learning models publicly available while keeping full species classification models private due to intellectual property considerations and organizational policy. We provide “small” models trained on approximately 500 taxa, including taxonomy files and a geographic model, which are suitable for on-device testing and other applications. Additionally, researchers have independently de

Closing the Nix gap: From environments to packaged applications for rust

Closing the Nix Gap: From Environments to Packaged Applications for Rust Should I use crate2nix, cargo2nix, or naersk for packaging my Rust application? — (@jvmncs) January 21, 2025 This tweet shows a common problem in Nix: "Should I use crate2nix, cargo2nix, or naersk for packaging my Rust application?" devenv solved this for development environments differently: instead of making developers package everything with Nix, we provide tools through a simple languages.rust.enable . You get cargo

Closing the Nix Gap: From Environments to Packaged Applications for Rust

Closing the Nix Gap: From Environments to Packaged Applications for Rust Should I use crate2nix, cargo2nix, or naersk for packaging my Rust application? — (@jvmncs) January 21, 2025 This tweet shows a common problem in Nix: "Should I use crate2nix, cargo2nix, or naersk for packaging my Rust application?" devenv solved this for development environments differently: instead of making developers package everything with Nix, we provide tools through a simple languages.rust.enable . You get cargo

Show HN: Pyhoff – Connect Python ML Models to Beckhoff/WAGO IO Hardware

Pyhoff Description The pyhoff package allows you to read and write the most common Beckhoff and WAGO bus terminals ("Busklemmen") using the Ethernet bus coupler ("Busskoppler") BK9000, BK9050, BK9100, or WAGO 750_352 over Ethernet TCP/IP based on ModBus TCP. Key Features Supports a wide range of Beckhoff and WAGO analog and digital bus terminals. Very lightweight: no dependencies; compact code base Easy to extend Using standardized ModBus TCP. Provides high-level abstractions for reading

Topics: bk bus pyhoff using venv