The Daily Index — Thursday, February 1, 2024 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

WHISPERKIT

WhisperKit integrates OpenAI's Whisper speech recognition model with Apple's CoreML framework for efficient local inference on Apple devices with Swift. It can be integrated with Swift projects using the Swift Package Manager. WhisperKit automatically downloads recommended models, but it can also create and deploy fine-tuned versions. A link to a demo app is available in the repository.

github.com

TLDR AI · GitHub repository

LIDAR-BASED MOVING OBJECT SEGMENTATION FOR AUTONOMOUS DRIVING

MF-MOS is a new model for better detecting moving objects in autonomous driving using LiDAR technology. It uniquely separates motion and semantic information, using residual maps for motion capture and range images for semantic guidance.

github.com

TLDR AI · GitHub repository

MCTS IMPLEMENTATION IN JAX

Monte Carlo Tree Search (MCTS) is a state-of-the-art search algorithm. It was used in AlphaGo and researchers are now working to integrate it with language models. MCTS is notoriously tricky to implement.

github.com

TLDR AI · GitHub repository

UAGENTS

A library that allows for creating autonomous AI agents in Python.

github.com

TLDR Web Dev · GitHub repository

KEYV

Keyv is a library that abstracts the concept of key-value storage, allowing you to easily use a memory-based store (by default) or, if you need persistence, Redis, SQLite, Postgres, MySQL, Mongo, or even a tiered approach.

github.com

TLDR Web Dev · GitHub repository

FABRIC

Fabric helps people integrate AI into their lives. It can help extract the most interesting parts of podcasts and YouTube videos, summarize academic papers, create AI art prompts for a piece of writing, and more.

github.com

TLDR Design · Tool

SHAKKER

Shakker is an image-to-image AI generation tool that can remix the original prompt and generate derivative images, change the style of an image, modify specific parts of an image with inpaint, and combine multiple images to form a composite.

shakker.ai

TLDR Design · Tool

LINEARITY MOVE

Create intuitive motion graphics, streamline your workflow, and bring your static assets to life in seconds.

producthunt.com