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https://keras.io/examples/vision/image_classification_from_scratch/#filter-out-corrupted-images
Author: fchollet
Date created: 2020/04/27
Last modified: 2023/11/09
Description: Training an image classifier from scratch on the Kaggle Cats vs Dogs dataset.
This example shows how to do image classification from scratch, starting from JPEG image files on disk, without leveraging pre-trained weight...
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https://github.com/christianversloot/machine-learning-articles/blob/main/how-to-predict-new-samples-with-your-keras-model.md
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https://dev.to/dm8ry/how-do-you-check-a-distribution-of-values-that-postgresql-has-collected-on-some-column-of-a-table-3977
To check the distribution of values that PostgreSQL has collected on some columns of a table, you can use the pg_stats system catalog table. This table contains statistics about columns in tables, including information about the distribution of values.
Here’s a query to check the distribution of val...
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https://ciechanow.ski/moon/
Moon
In the vastness of empty space surrounding Earth, the Moon is our closest celestial neighbor. Its face, periodically filled with light and devoured by darkness, has an ever-changing, but dependable presence in our skies.
In this article, we’ll learn about the Moon and its path around our planet...
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Build a Low-Cost Drone Using ESP32 (digikey.com)
Note to anyone unafamiliar: There is a thriving "FPV" ecosystem of drones that can be DIYed. Example common setup, you can mix+match:
- Small square PCB with the main flight control MCU (STM32), and some sensors
- Smalls square PCB with motor drivers
- Carbon fiber frame
- Small PCB with a LoRa radi...
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https://igorstechnoclub.com/server-sent-events-sse-are-underrated/
Server-Sent Events (SSE) Are Underrated
Most developers know about WebSockets, but Server-Sent Events (SSE) offer a simpler, often overlooked alternative that deserves more attention. Let's explore why this technology is underrated and how it can benefit your applications.
What are Server-Sent Event...
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https://www.jmeiners.com/lc3-vm/
By: Justin Meiners and Ryan Pendleton
View the final code and other resources in the GitHub repo.
In this tutorial, I will teach you how to write your own virtual machine (VM) that can run assembly language programs, such as my friend’s 2048 or my Roguelike. If you know how to program, but would lik...
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https://abishekmuthian.com/how-i-run-llms-locally/
A HN user asked me0 how I run LLMs locally with some specific questions, I’m documenting it here for everyone.
Before I begin I would like to credit the thousands or millions of unknown artists, coders and writers upon whose work the Large Language Models(LLMs) are trained, often without due credit ...
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https://simonwillison.net/2024/Dec/31/llms-in-2024/
Things we learned about LLMs in 2024
31st December 2024
A lot has happened in the world of Large Language Models over the course of 2024. Here’s a review of things we figured out about the field in the past twelve months, plus my attempt at identifying key themes and pivotal moments.
This is a seque...
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https://olano.dev/blog/software-design-is-knowledge-building/
This is the story of system SVC
from company ORG
. It’s a true story, but I’ve smoothed out the details: by making it generic, I hope that it will be more familiar.
ORG
relies on an integration service, SaaS
, to decouple its business logic from vendor software dealing with billing, analytics, custo...
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Software Design Is Knowledge Building (olano.dev)
People often assume that code is knowledge. They want "self explanatory" or "well documented code". Companies and managers often treat developers as interchangeable. But therein lies the mistake.
Knowledge exists in mental models and team structures. Small components and systems can be understood by...
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https://filiph.github.io/unsure/
Hi, I'm Filip, and I'd like to introduce to you an early version of an uncertainty calculator.
Statistics are scary, but they don't need to be. If you allow me to simplify, the field of statistics is just saying: I'm not certain about these numbers, but I would still like to reason about them. Turns...
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https://nickjones.tech/ai-watching-rugby/
Building an AI That Watches Rugby
There’s a gap in rugby data.
We’ve got the big moments covered — the tries, conversions, and cards. Structured event feeds do a good job of telling you what happened.
But they’re not so good at telling you why.
At Gainline, we build our entire app around context. We...
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https://thehyperplane.substack.com/p/build-your-own-siri-locally-on-device
The edge is back. This time, it speaks.
Let’s be honest.
Talking to ChatGPT is fun.
But do you really want to send your "lock my screen" or "write a new note” request to a giant cloud model?
…Just to have it call back an API you wrote?
🤯 What if the model just lived on your device?
What if it unders...
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https://www.csprimer.in/series/dm
Core-CS
Discrete Mathematics
Master the mathematical foundations essential for computer science.
Series Content
This series explores logic, set theory, combinatorics, graph theory, and proofs, building critical reasoning skills for algorithms, cryptography, and theoretical computing.
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https://medium.com/@kakadechaitanya77/how-to-initialize-tensorflow-environment-on-m4-m4-pro-and-m4-max-macbook-pros-3415f8679e36
How to Initialize TensorFlow Environment on M4, M4 Pro, and M4 Max Macbook Pros?
TensorFlow on M4, M4 Pro, and M4 Max MacBook Pros, Max out the ability of your Apple Silicon
Introduction:
Unlock the full potential of your Apple Silicon-powered M4, M4 Pro, and M4 Max MacBook Pros. This guide will hel...
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https://www.informationga.in/blog/building-an-ai-server-on-a-budget
Building an AI Server on a Budget ($1.3K)
This is a detailed walk-through of how I built my own AI server from scratch—on a budget of $1.3K.
These are the main steps:
Step 1: Acquire Hardware.
Step 2: Assemble Hardware.
Step 3: Install OS.
Step 4: Install Software Tools & Libraries.
This post may se...
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Show HN: Unregistry – “docker push” directly to servers without a registry (github.com/psviderski)
I got tired of the push-to-registry/pull-from-registry dance every time I needed to deploy a Docker image.
In certain cases, using a full-fledged external (or even local) registry is annoying overhead. And if you think about it, there's already a form of registry present on any of your Docker-enable...
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https://www.blackvoid.club/private-docker-registry-with-portainer/
Private Docker registry with Portainer
Table of contents
Securing your registry
Docker-compose
Reverse proxy
Pulling, tagging, and pushing images to your repository
Connecting registry to Portainer and basic operations
Intro
In case you are familiar with Docker as a platform you know that it can all...
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https://github.com/vlastocom/synology-docker-registry
This little repo configures and runs local docker private registry with a simple UI on Synology server. It is built off two existing docker containers, registry and quiq/docker-registry-ui and basically provides tested out configuration.
These two services use the following directories:
| Directory ...
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Page 31 of 32