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  • www.cgchannel.com
    VFX artist Rob Dickinson's handy add-on fixes artefacts in 3D scans and models in one click, to prepare them for animation or rendering.
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  • Getting Started with Google Colab: A Beginners Guide to Free Cloud Computing
    www.marktechpost.com
    In todays data-driven world, having access to powerful computing resources is essential for developers, data scientists, and students alike. Enter Google Colab a game-changing platform that provides free access to cloud computing resources, including GPU support, without requiring any local setup. Whether youre a beginner taking your first steps in Python programming or an experienced data scientist working on complex machine learning models, Google Colab offers an accessible, collaborative environment thats transforming how we code.What is Google Colab?Google Colab, short for Colaboratory, is a cloud-based Jupyter notebook environment that runs entirely in your browser. Its a free service provided by Google that allows you to write and execute Python code, create detailed documentation, and share your work with others seamlessly. Think of it as a Google Docs for programming but with far more powerful features under the hood.Why Use Google Colab?Google Colab stands out from other development environments for several compelling reasons. First and foremost, its completely free to use, requiring only a Google account. But the benefits go far beyond cost savings:The platform provides free access to high-performance GPUs and TPUs, making it ideal for machine learning and deep learning projects that would otherwise require expensive hardware. You can write and execute code directly in your browser, eliminating the need for complex local setups or worrying about system compatibility.The integration with Google Drive means your work is automatically saved and easily accessible from any device. Plus, the collaborative features make it simple to share notebooks with colleagues or classmates, enabling real-time cooperation on projects.Getting StartedGetting started with Google Colab is remarkably straightforward. Simply navigate to colab.research.google.com and sign in with your Google account. Once logged in, youll be greeted with a clean, intuitive interface that should feel familiar if youve ever used Google Docs.1. Open Colab NotebookOnce open, you will see a popup which should look like this:Here is what all the different sections mean:Examples: This section contains a number of Jupyter notebooks of various examples.Recent: This section contains the recently opened Jupyter notebooks.Google Drive: This section contains the Jupyter notebooks in your google drive.Github: Through this section, you can add a Jupyter notebook from your GitHub after connecting your Colab with GitHub.Upload: Upload a notebook from your local directory.2. Create a new notebookYou can create a new notebook through the blue highlighted button that says New notebook at the left bottom of the image. Once created, a notebook named Untitled0.ipynb will open where you can start writing your code:3. Changing Run-TimeWhen working on deep-learning projects, you will need to change from CPU to GPU. To do this, click Runtime Change runtime type, then select T4 GPU. Then click Save.4. Run Python on Your NotebookTo execute Python code, click the run button to the left of the cell. This is the circle with the triangle inside. Alternatively, you may select the cell you want to run and press Shift + Enter, this will start the cell.To change the title of your Google Colab notebook, just click on the title and rename as you wish.5. Mounting Google DriveMore often than not, you would need to work with your own data that is uploaded on your drive. You can access that data in your notebook by mounting your google drive. Here is how to do it:Run the code cell, this will show a popup to connect your google drive. Follow it to grant specific access permissions:Once mounted, you can access the files uploaded in your drive.6. Accessing local files:Alternatively, you can access and upload local files from your system using this code:7. Download your notebookTo save a copy of your notebook on your local computer. You can navigate to File Download and pick the appropriate extension.ConclusionThe tutorial walks us through key functionality including how to mount Google Drive for accessing data, upload local files, and download notebooks in various formats. We learned that Colabs integration with Googles ecosystem makes it particularly valuable for collaboration and automatic saving of work. While the platform does have some limitations regarding session duration and resource usage, its combination of free GPU access, seamless collaboration features, and browser-based accessibility makes it an invaluable tool for developers, data scientists, and students alike. NikhilNikhil is an intern consultant at Marktechpost. He is pursuing an integrated dual degree in Materials at the Indian Institute of Technology, Kharagpur. Nikhil is an AI/ML enthusiast who is always researching applications in fields like biomaterials and biomedical science. With a strong background in Material Science, he is exploring new advancements and creating opportunities to contribute.Nikhilhttps://www.marktechpost.com/author/nikhil0980/This AI Paper from Weco AI Introduces AIDE: A Tree-Search-Based AI Agent for Automating Machine Learning EngineeringNikhilhttps://www.marktechpost.com/author/nikhil0980/This AI Paper Explores Emergent Response Planning in LLMs: Probing Hidden Representations for Predictive Text GenerationNikhilhttps://www.marktechpost.com/author/nikhil0980/This AI Paper Introduces Shortest Majority Vote: An Improved Parallel Scaling Method for Enhancing Test-Time Performance in Large Language ModelsNikhilhttps://www.marktechpost.com/author/nikhil0980/This AI Paper Introduces Diverse Inference and Verification: Enhancing AI Reasoning for Advanced Mathematical and Logical Problem-Solving Recommended Open-Source AI Platform: IntellAgent is a An Open-Source Multi-Agent Framework to Evaluate Complex Conversational AI System' (Promoted)
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  • Hawkins Brown to design refurbishment and extension of Norwich City Hall
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    Practice appointed to design transformative rethink of grade II*-listed Art Deco landmarkHistoric England describes Norwich City Hall as one of the most significant municipal buildings of the interwar periodNorwich City Hall's main entranceOne of two lions which flank the main entrance of the building1/6show captionHawkins Brown is working up proposals to reimagine Norwichs grade II*-listed City Hall with a planning application set to be submitted towards the end of this year.The practice was appointed by Norwich council earlier this month to draw up concept designs for a transformative refurbishment of the 1930s Art Deco building which could include a substantial extension.The scheme would also include a new public square and wider public realm improvements aiming to anchor City Hall at the heart of the city centre, according to council documents.The council headquarters, known for its grand five-storey exterior and 56m-tall clock tower, is considered by Historic England to be one of the finest municipal buildings of the interwar period.Opened by King George VI and Queen Elizabeth in 1938, it was designed by architects Charles Holloway James and Stephen Rowland Pierce in an austere style inspired by Nordic architecture including Stockholm City Hall.One of two lions which flank the main entrance of the buildingWhile the building and its clock tower has long served as a symbol of Norwichs cultural identity, the council has said it is inefficiently used and needs significant investment to fully realise its potential to be a driver for community pride and growth.It also has high running costs, costing the local authority around 2m a year to operate and maintain in its current state.Councillors have dismissed a do-nothing approach to the building and are now considering revenue generating opportunities at the site including the creation of lettable grade A office space and spaces for events and conferences.A more ambitious approach would also include a large mixed-use development attached to the rear of the building on a site which the council has described as currently unattractive and underdeveloped with no economic or place benefits.Norwich City Halls main entranceA rear wing, which could include a hotel, housing, retail or offices in the proposed scheme, was intended in the original 1930s designs for the building but was never built.The council is seeking views through a public survey on the range of options and said current plans for the site are purely embryonic.Hawkins Brown has been working on the project since early last year, when it was appointed to draw up a strategic outline case and brief to RIBA Stage 1. It was appointed again this month to progress the concept design stage to RIBA Stage 2.The council said it is exploring various options for delivery of the project, although there is no development partner currently appointed.
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  • IF_DO wins Margate creative workspaces contest
    www.architectsjournal.co.uk
    The practice has been appointed by Margate Creative Land Trust (MCLT) to convert a former car showroom into new creative workspaces for the local community.The other teams which participated in the invited tender were Charles Holland Architects, Assemble and Office S&M.The phased 1.3 million project on Harold Road in Cliftonville will transform a series of buildings including a former car showroom, garage and industrial units located to the east of Margates historic old town.AdvertisementKey aims include creating a new inclusive and inspiring space for community participation and creative production, enabling the testing of new cultural initiatives alongside the expansion of existing activity in the seaside town.The completed complex will feature a mix of creative workspace typologies and complementary uses along with public-facing amenities such as a meeting area, flexible event or exhibition space and a caf or canteen.IF_DOs winning design proposed a phased organic development strategy balancing the adaptive reuse of existing buildings with cost-effective, sustainable solutions, including retrofit, low-carbon design and material reuse.IF_DO director Al Scott said: We're so pleased to have been selected by the wonderful MCLT to carry out the transformation of Harold Road into a creative workspace for the people of Margate.Our practice specialises in exactly this type of work the adaptive re-use of buildings for the common good. We cannot wait to start, to get to know the community and work together to breathe life into these forgotten buildings, bringing a new patch of creative space to this brilliant town.AdvertisementCliftonville is a popular waterfront district located a short distance from the centre of Margate and the David Chipperfield-designed Turner Contemporary art museum.The latest commission comes five years after Haptic Architects won a competition to design a railway museum on the outskirts of Margate.
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  • Reiach and Halls Kilmartin Museum: wrapped around the past
    www.architectsjournal.co.uk
    Kilmartin Glen used to be very busy and it has the architecture to prove it. Hundreds of ancient monuments survive from the Neolithic and Bronze ages up to 5,000 years ago. Rock art and standing stones are common in western Argyll valley, while a linear cemetery of five burial cairns, each with a central chamber, stretches for over a kilometre.Things have slowed down recently, though. In the last handful of centuries the glen has been a sparsely populated agricultural place. The village of Kilmartin is formed of a few dozen homes, with a 19th-century church and manse atop a bank on its western edge.Since the late 1990s the white manse and its steading a long stable and outbuilding have been the home of Kilmartin Museum. The small centre celebrates local pre-history and displays treasures excavated in the glen. But by 2012, the museums collection of around 22,000 artefacts had outgrown its lodgings and a competition was launched for expansion.AdvertisementIt must have sounded like a plum job when Reiach and Hall Architects won it in 2013 but it came with difficulties. New exhibition and archive space had to meet stringent museum standards while also withstanding decades of ruthless Highland weather. Moreover, money was very limited and the project dragged on. Planning was secured in 2018 while construction started in 2021, completing in 2023. One suspects Reiach and Hall, based an 141-mile drive away in Edinburgh, didnt earn much from the job.Its a small museum in a remote area that really relied on the funding streams, explains Libby Heathcote, the last of four project architects on the scheme. We were part of that fundraising journey and thats what people forget: the actual designing and building is a relatively short part of the entire process.Eventually 12 funding streams were secured from various charities, governments and agencies, with more raised through private donation supporting the total build cost of 4 million, equivalent to 3,000 per m2.The design was led by the practices director and chairman Neil Gillespie, and his first decision was to keep the manse and steading. This ticked budget and sustainability boxes, but Gillespie also saw the manse as a symbolic thing, which already had a presence.The original design fully wrapped the manse in a two-storey extension with one storey built down into the side of the bank. The manse became akin to a central burial chamber, with the referential extension like the outer parts of a burial cairn.AdvertisementAs budget realities bit, however, plans were shorn in 2015. The completed building doesnt wrap around the manse to the west, but instead snakes around its other three aspects and connects to the steading.An austere faade faces east, parallel to the road from which visitors arrive. The architect had wanted it to be white brick but the client was concerned this would show the dirt so a grey brick was chosen instead. It will look better with age but, on a wet day, it already contains an array of grey tones, reminiscent of the nearby cairns. To the south, the long flank turns at an 110-degree angle 20 degrees off perpendicular, a nod to the linear cemetery being 20 degrees off north.Visitors are, however, more likely to follow the wall north from car park to entrance space. The wall cuts in and curves back to the entrance, emphasising a large circular space also bound by stone benches. The circle provides ample visitor space, its shape echoing the roundness of the burial cairns, and is repeated in a porthole by the entrance, as well as in manifestation elsewhere.Inside, the main entrance area is a long rectangular space, with a small shop (visible through the window to entice visitors) and a direct link north to the caf in the steading. The western wall is glazed with regularly spaced louvres and, according to a museum worker, on a sunny day the shadows look like standing stones. This elevation looks smart, if quiet, from the Glebe Cairn, the northern most burial cairn located down the bank to the west of the museum.The permanent collection is in the extension space to the east and south of the manse. It is strikingly dark a decision born of sympathy for the artefacts, which have been recovered from earth and graves where they had been for millennia.The concrete wall is exposed and has a similar grey texture to standing stones. The roof, meanwhile, is made of dark timber fins similar to the burned timber structures created by prehistoric locals. The space between the timber fins has black wood wool covering services, which does an impressive job acoustically. Various eerie and percussive sounds greet visitors but never become garbled. This space, as well as the brickwork outside, quotes the work of Swedish architect Sigurd Lewerentz, known for his solemn and spiritual church designs.The museum features a variety of objects, including blades, crucible fragments, marked stones, spearheads, casts, jewellery and pots. A 4,000-year-old pot is displayed by a window facing the cairn where it was found. The remains of a young woman found in a burial cairn are carefully displayed in the extra-dark south-western corner of the floor.The architects idea for a porthole in this corner, looking south down the glen, was jettisoned out of respect for the dead. This is a shame as no similar view is afforded elsewhere and, perhaps, the bones would have been better suited to the central nook, accessed through the cut-out wall of the manse. Instead, this space has a hallucinogenic video evoking Neolithic ritual life.Temporary gallery space has been created in the refurbished front rooms of the manse. This is airy and bright, in juxtaposition to the permanent collection, with white linings and ceilings and lighting from bay windows and new lamps. The lower level of the extension features a large education room with birch cupboards and linings. The space can be accessed by external stairs built into the hill, allowing it to be used by locals for community groups or accessed directly by visiting school groups, allowing hyperactive fresh-off-the-coach children to bypass the entrance area.The lower level also features new curation rooms and a large archive space, stretching north from the manse to underneath the steading. Reiach & Hall has also overhauled the steading, upgrading its toilets and adding a kitchen and servery for a caf. Beyond this it has added a covered refuge area to the north while the upper floor of the manse contains office space for museum workers. The site has been made accessible with ramping and a new lift.Gillespie says that complying with regulations set out by Museums and Galleries Scotland was really quite tough. Security concerns scuppered plans for a timber structure on the upper level and led to last-minute additions of a gate and walling between the entrance and collection. Water pipes, meanwhile, were not allowed anywhere near the subterranean archive.The museums artefacts are generally robust, meaning the few with atmospheric requirements can be controlled locally in their case. But this was still tricksy teething problems with the system once triggered an alarm in Edinburgh, with a van flying west to confiscate certain artefacts. The client risked an air-source heat pump system, which will help reduce costs and emissions but is unusual in a museum setting since its control can be variable.Given the constraints, the project has done okay at sustainability. Concrete was unavoidable for underpinning the manse and the stead during excavation and also supported a very low-tech M&E system, Gillespie says, which sees ventilation enter from louvres. The architect adds that affordable stone could not be found for the faade; and while new bricks have an upfront carbon cost, they will resist the elements better than recycled brick.As a whole, the scheme is humble, effective and deliberately a bit drab. There is a kind of sadness about the museum, Gillespie reflects. The skeleton of the woman and the sense of a landscape that must have been so much more interesting than it is now, when the fields were forests. There is something lost.Nevertheless, its an interesting museum and among the most exciting works of local architecture for millennia. It would be a shame if it didnt help the glen become busier once again.Project dataStart on siteApril 2021CompletionApril 2023Gross internal floor area1,360m2Construction cost4.1 millionConstruction cost per m2 2,989ArchitectReiach and Hall ArchitectsClientKilmartin MuseumStructural engineerDavid Narro AssociatesM&E consultantMax FordhamQuantity surveyorTurner & TownsendProject manager Sigma PMPrincipal designerAlliance CDMMain contractorTSL ContractorsCAD software used RevitLandscape architectHorner + MaclennanExhibition designStudioarcSustainability dataOn-site energy generation252,549 kWh/yr (estimated)Heating and hot water load123.8 kWh/m2/yr (measured)Operational energy172.3 kWh/m2/yr (measured)Total energy load172.3 kWh/m2/yr (measured)Carbon emissions (all)35.7 kgCO2/m2/yrAnnual mains water consumption5.5 m3/person/year (estimated)Airtightness at 50Pa5-10 m3/m2.hr (estimated)Overall thermal bridging heat transfer coefficient (Y-value)>0.15 W/m2K (estimated)Annual CO2 emissions48,524 kgCO2/yr (measured)Embodied carbon468 kgCO2e/m2 (RICS A1-A5, B1-B5, C1-C4 using FCBS tool)Whole-life carbon1,874 kgCO2e/m2 (estimated)Predicted design life 60 years
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  • Today's NYT Connections: Sports Edition Hints and Answers for Feb. 24, #154
    www.cnet.com
    Looking for the most recentregular Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles.Connections: Sports Editionblends some unusual sports categories today, including gymnastics and surfing. Read on for hints and the answers.Connections: Sports Edition is out of beta now, making its debut onSuper Bowl Sunday, Feb. 9. That's a sign that the game has earned enough loyal players that The Athletic, the subscription-based sports journalism site owned by the Times, will continue to publish it. It doesn't show up in the NYT Games app but now appears in The Athletic's own app. Or you can continue to play it free online. Read more:NYT Connections: Sports Edition Puzzle Comes Out of BetaHints for today's Connections: Sports Edition groups Upgrade your inbox Get cnet insider From talking fridges to iPhones, our experts are here to help make the world a little less complicated. Here are four hints for the groupings in today's Connections: Sports Edition puzzle, ranked from the easiest yellow group to the tough (and sometimes bizarre) purple group.Yellow group hint: Think Nadia Comaneci or Bart Conner.Green group hint: Not up to snuff.Blue group hint: Jerry Rice's numbers.Purple group hint: Hang ten!Answers for today's Connections: Sports Edition groupsYellow group: Gymnastics apparatusesGreen group: Out of practiceBlue group: Stats for a wide receiverPurple group: A surfer's needsRead more: Wordle Cheat Sheet: Here Are the Most Popular Letters Used in English WordsWhat are today's Connections: Sports Edition answers?The yellow words in today's ConnectionsThe theme is gymnastics apparatuses. The four answers are beam, floor, pommel and vault.The green words in today's ConnectionsThe theme is out of practice. The four answers are cold, deficient, rusty and sluggish.The blue words in today's ConnectionsThe theme is stats for a wide receiver. The four answers are catch, target, touchdown and yard.The purple words in today's ConnectionsThe theme is a surfer's needs. The four answers are board, ocean, wax and wetsuit.
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  • Today's NYT Mini Crossword Answers for Monday, Feb. 24
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    Looking forthe most recentMini Crossword answer?Click here for today's Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands, Connections and Connections: Sports Edition puzzles.My favorite clue in today'sNYT Mini Crosswordis 7-Across. I only know one dwarf planet, so the guess was easy, but I had no idea it was that small! Need some help with today's Mini Crossword? Read on. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.The Mini Crossword is just one of many games in the Times' games collection. If you're looking for today's Wordle, Connections, Connections: Sports Edition and Strands answers, you can visitCNET's NYT puzzle hints page.Read more: Tips and Tricks for Solving The New York Times Mini CrosswordLet's get at those Mini Crossword clues and answers.Mini across clues and answers1A clue: "Over here!"Answer: HEY4A clue: Words after a defeatAnswer: ILOST7A clue: Dwarf planet that's only about half the width of the United StatesAnswer: PLUTO8A clue: 1995 thriller whose title is stylized with a digitAnswer: SEVEN9A clue: "This just in ..." programAnswer: NEWSMini down clues and answers1D clue: Joints at the meeting of the thigh bone and pelvisAnswer: HIPS2D clue: Astronaut OchoaAnswer: ELLEN3D clue: "___ got mail"Answer: YOUVE5D clue: Gumbo or goulashAnswer: STEW6D clue: Lots and lotsAnswer: TONSHow to play more Mini CrosswordsThe New York Times Games section offers a large number of online games, but only some of them are free for all to play. You can play the current day's Mini Crossword for free, but you'll need a subscription to the Times Games section to play older puzzles from the archives.
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