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Object Detection Neural Network: Building a YOLOX Model on a Custom Dataset | by Nahid Alam | Jun, 2022

A Comprehensive GuidePhoto by Matthew HenryIn Computer Vision — object detection is the task of detecting an object in an image or video. The job of an object detection algorithm is two folda localization task — outputs the bounding box (x, y coordinate). In essence, the localization task is a regression problem that outputs continuous numbers representing the bounding box coordinates.a classification task — classifies an object (person vs car etc.).Object detection algorithms can be based on traditional Computer Vision…

How to make custom text shortcuts on iPhone

Shortcuts make your life easier and end up saving a lot of time. There are a host of shortcuts available on iPhones. For instance, did you know that you can make custom text shortcuts on iPhone? Rather than typing a long text message you can create a shortcut. In case you are driving, these custom text shortcuts can be useful. Shortcuts make your life easier and end up saving a lot of time. There are a host of shortcuts available on iPhones. For instance, did you know that you can make custom text shortcuts on iPhone?…

Marine Microbe Lures Prey into Custom Slime Traps

Ocean oddities called mixoplankton are organisms that can get energy both through photosynthesis and by eating other microbes. Now new research published in Nature Communications suggests that one such species, Prorocentrum cf. balticum, displays a bizarre and clever hunting technique—one that significantly contributes to the crucial cycling of carbon through land, atmosphere and oceans. Study lead author Michaela Larsson, a marine biologist at the University of Technology Sydney, and her colleagues were studying marine…

Modular AMD Chips to Embrace Custom 3rd Party Chiplets

AMD is extending its custom chip design services even as it aims to offer a portfolio that's close and personal to its client's requirements. During its latest analyst day meeting, AMD Chief Technical Officer (CTO) Mark Papermaster spoke of recent advancements in semiconductor fabrication and chip interconnect technologies that would enable a modular future for the company's chip design. It seems that AMD might be looking at carving another strategy for the decades to come: something like "The Future is Custom."Building…

How to Convert Your Custom Model into TensorRT | by Ivan Ralašić | Jun, 2022

ML TIPS & TRICKS / TPATEase your TensorRT pain with TPATIf you’ve ever worked with TensorRT, then you probably faced an error similar to this one, right? UffParser: Validator error: resize/ResizeNearestNeighbor: Unsupported operation _ResizeNearestNeighborIn this blog, we’ll show you how to convert your model with custom operators into TensorRT and how to avoid these errors!TPAT implements the automatic generation of TensorRT plug-ins, and the deployment of TensorRT models can be streamlined and no longer requires…

Fan Builds Custom Miniature IBM Model F 40% Keyboard

Even having grown up using Commodore 64s, Apple IIs, and IBM PCs, I have no fondness for mechanical keyboards. I’m most happy with a set of short-travel, chiclet-style laptop keys under my fingers, but even I can feel myself being lured to the cult of mechanical keyboards by this impressive compact recreation of a classic IBM Model F keyboard.Rainn Wilson’s First Fandoms: Star Trek And D&DAlthough modern mechanical keyboards draw inspiration from the myriad of keyboards and input devices used in the ‘70s and ‘80s (for

How to create a custom workout on your Apple Watch

Source: Luke Filipowicz / iMore The Workouts app has been a staple on the Apple Watch since its inception, and while Apple has constantly added new types of workouts for Apple Watch fans to track over the years, watchOS 9 added custom workouts. Custom workouts allow you to create an activity on your best Apple Watch based on one of the workout types in the Workout app. For example, say you want to go for a run, but you're doing interval training; you can create a custom Run workout that will allow you to program rest…

iOS 16 makes it incredibly easy to buy custom CloudFlare email domains

Apple's upcoming iOS 16 update will make it insanely easy for people to buy a new email domain right from within the Settings app. The software is currently available to developers but will be released to the world later this year. Being able to configure iCloud Mail to use a custom email domain isn't new but with iOS 15 people are expected to buy the domain themselves. Now, it looks like Apple has struck a deal with CloudFlare, putting the option to buy a new domain via the registrar right into the iOS 16 Settings app.…

Tecno Camon 19 Series Announced Globally, Camon 19 Pro Gets Custom 64-Megapixel Primary Camera

Tecno Camon 19 series, which includes the Tecno Camon 19 Pro, has been announced globally. Aimed at “young fashionistas,” the smartphones in the series are claimed to come with the industry's first 0.98mm bezel. One of the smartphones in the series is the Camon 19 Pro, the flagship model that sports a custom 64-megapixel camera for bright night portrait photography. The information about other phones in the series is scarce, and the company is expected to reveal details in different markets soon.As per a report, the Tecno…

Custom RP2040 Motor Driver Paves Way for Raspberry Pi Robotics

The Raspberry Pi community has a rich history of integrating the classic SBC into a plethora of robotic projects and this new RP2040 motor driver board developed by maker Taylor Alexander is paving the way for even more awe-inspiring Pi-powered robots. The board was unveiled earlier this week over at Twitter with an up-close look at its open-source design.This credit-card-sized board uses the RP2040 microcontroller as the main driver for up to two motors using encoders at 45 A per motor supporting up to 60 V. We reached…