The Daily Index — Thursday, August 24, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · Tool

REACT STATELY

React Stately is a library of React Hooks that provides cross-platform state management for design systems. It is design-agnostic and provides state management intrinsic to the functionality of the component. React Stately handles state management for common components through an easy-to-use interface. It is designed to help developers build adaptive, accessible, and robust user experiences.

react-spectrum.adobe.com

TLDR · GitHub repository

ROBOFLOW INFERENCE

Roboflow Inference is a tool for running inference on state-of-the-art computer vision models. It can be deployed on a range of devices and environments with no prior knowledge of machine learning. Roboflow Inference supports object detection, classification, instance segmentation models, and foundation models. A video of Roboflow Inference running on a video of a football game is available.

github.com

TLDR AI · GitHub repository

IMPROVED IMAGE SEARCH USING CLIP AND CAPTIONS

This project introduces a method to search for images that look like a given picture but with changes described in a caption. It used a CLIP model with added special techniques. The method works better on popular image search datasets like FashionIQ and CIRR.

github.com

TLDR AI · GitHub repository

ONEDIFFUSION

Deploying diffusion models in production is a challenge. They are unwieldy and have high computational costs. OneDiffusion aims to make deployment and fine-tuning easier to manage, scalable, and reliable.

github.com

TLDR AI · GitHub repository

BETTER TEXT-TO 3D MODELS

Scientists have found a new way to turn text into 3D using special techniques, but sometimes the results aren't perfect. IT3D introduces a smart strategy that uses multiple viewpoints and a special training system to make 3D creations look more realistic.

github.com

TLDR AI · GitHub repository

BETTER TRACKING IN VIDEOS

Researchers have made a new system called TOPIC that can track multiple objects in videos effectively using both motion and appearance cues. They also created a new dataset named BEE23 that focuses on complicated motions.

github.com

TLDR Web Dev · GitHub repository

DATAHERALD

Dataherald is a natural language-to-SQL engine built for enterprise-level question answering over structured data. It allows you to set up an API from your database that can answer questions in plain English.

github.com

TLDR Web Dev · GitHub repository

PYTUDES

Python programs for perfecting particular programming skills.

github.com

TLDR Crypto · GitHub repository

MARKETS

Base64, built as part of Base’s On-Chain Summer Hackathon, creates on-chain 'power-of-2' tournament prediction markets. It allows users to compete in on-chain tournament prediction markets, with the outcome decided by oracle or voting. Potential use cases could be products within companies like DraftKings and FanDuel. It’s important to note that this contract remains unaudited, may be buggy, and could have legal consequences upon deployment to mainnet.

github.com