The Daily Index — Thursday, December 26, 2024 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

SHORTEST

Shortest is an AI-powered natural language end-to-end testing framework. It lets developers write tests in plain English and let AI handle the execution. Shortest uses Anthropic's Claude API. It is built on Playwright and has GitHub integration with 2FA support.

github.com

TLDR AI · GitHub repository

A TOOLKIT FOR SPEECH EMOTION RECOGNITION

EmoBox is a comprehensive toolkit designed to address common issues in Speech Emotion Recognition (SER). It provides a multilingual, multi-corpus benchmark for both intra-corpus and cross-corpus settings, enabling easier comparison and reproduction of SER models.

github.com

TLDR AI · GitHub repository

CANCER DETECTION

SAM-Swin is a model for detecting laryngo-pharyngeal cancer (LPC) that uses advanced features from the Segment Anything Model 2 (SAM2).

github.com

TLDR AI · GitHub repository

HOW TO GET REAL GPU UTILIZATION METRICS

Nvidia-smi shows a measure of GPU utilization but it is the amount of time where at least one kernel is running, not a full measure of GPU usage. This work by Stas shows how you can get actual FLOP usage.

github.com