The Daily Index — Wednesday, May 22, 2024 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

AMBER

Amber is a high-level programming language that makes it easy to create shell scripts.

github.com

TLDR AI · GitHub repository

ENHANCED VIDEO SUMMARIZATION

This project introduces a novel CNN-based SpatioTemporal Attention (CSTA) method to improve video summarization. Unlike traditional attention mechanisms, CSTA effectively captures the visual significance of frames using a 2D CNN to understand relationships and key attributes in videos.

github.com

TLDR AI · GitHub repository

DEBIASING VISION-LANGUAGE MODELS

This project identifies a critical bias in Large Vision-Language Models (LVLMs), where outputs lean more towards language model priors than actual visual inputs. The project effectively reduces this bias by introducing "calibration" and "debias sampling" techniques, leading to more accurate and vision-focused responses across various tasks.

github.com

TLDR AI · GitHub repository

A VISION-LANGUAGE MODEL FOR REAL-WORLD APPLICATIONS

DeepSeek-VL is a new open-source Vision-Language Model tailored for real-world uses with an emphasis on diverse data from web screenshots to charts and OCR.

github.com

TLDR Web Dev · GitHub repository

OPENPANEL

Openpanel is an analytics tool for logging events on the web, mobile, and backend. It allows developers to visualize their data, create dashboards, access all events and visitors, and self-host the application.

github.com

TLDR Web Dev · GitHub repository

DESKPAD

DeskPad is a virtual monitor application for Mac that creates a mirrored display within its window, making for easier screen sharing and providing a dedicated workspace for users.

github.com

TLDR Web Dev · Tool

PLS FIX

pls fix is a marketplace that connects verified Big Tech employees with people looking for help to unlock their accounts that may have gotten banned or locked unfairly.

plsfix.co

TLDR Web Dev · Tool

GRAPH GAME

Games that test your understanding of neural networks - choose a neural network and then try to assemble it.

links.tldrnewsletter.com

TLDR InfoSec · GitHub repository

PRECLI

Precli is designed to do static code analysis of source code with a number of rules covering the standard library for the corresponding programming language.

github.com

TLDR InfoSec · GitHub repository

HONEYTRAIL

HoneyTrail is a set of honey services to be deployed in an AWS account to detect unauthorized access. The suite uses a separate CloudTrail trail for ease of detection and alerting.

github.com

TLDR Design · Tool

SCALABILITY-FIRST OPEN-SOURCE NO-CODE PLATFORM

NocoBase is a lightweight, extremely scalable open source no-code and low-code development platform.

nocobase.com

TLDR Design · Tool

CUSTOMIZABLE SVG PATTERNS FOR YOUR PROJECTS

Pattern Monster provides a vast library of customizable patterns with unique and visually appealing backgrounds that enhance creative work.

pattern.monster

TLDR Founders · Tool

INCREASER

Increaser is a tool for better focus and work-life balance.

increaser.org

TLDR Founders · Tool

HATCHET

A background task orchestration and visibility platform.

hatchet.run