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Tuesday, July 15, 2025
Techcratic
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  • AI
    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker AI

    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

    Artificial Intelligence

    10 Surprising Things You Can Do with Python’s datetime Module

    Artificial Intelligence

    New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

    Artificial Intelligence

    Unlock retail intelligence by transforming data into actionable insights using generative AI with Amazon Q Business

  • Apple

    July 15, 2025 – Apple leadership, Mac growth

    iOS 26 public beta rumored to launch next week

    iOS 26 public beta rumored to launch next week

    Future Apple Watch or iPhone may gain a camera that’s completely hidden when not in use

    Future Apple Watch or iPhone may gain a camera that’s completely hidden when not in use

    iOS 26 gives Apple’s Reminders app a new, faster way to add tasks

    iOS 26 gives Apple’s Reminders app a new, faster way to add tasks

    iPhone 17: Titanium is coming to just one model, and it’s a surprising choice

    iPhone 17: Titanium is coming to just one model, and it’s a surprising choice

    Ultimate Edition’ coming to the Mac on July 17

    Ultimate Edition’ coming to the Mac on July 17

    Samsung reportedly gearing up to produce foldable iPhone displays

    Samsung reportedly gearing up to produce foldable iPhone displays

    How a MacBook with an iPhone chip can redefine Apple’s budget line

    How a MacBook with an iPhone chip can redefine Apple’s budget line

    Apple @ Work Podcast: Fleet launches iOS device management

    Apple @ Work Podcast: WebAI puts LLM power in the hands of your IT team

  • ComputerWorld
    How agentic AI will change IT support roles – Computerworld

    How agentic AI will change IT support roles – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    For July, a ‘big, broad’ Patch Tuesday release – Computerworld

    For July, a ‘big, broad’ Patch Tuesday release – Computerworld

    AI coding tools can slow down seasoned developers by 19%

    AI coding tools can slow down seasoned developers by 19%

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    A magically minimalist Android makeover – Computerworld

    A magically minimalist Android makeover – Computerworld

  • Gaming
    The Nintendo DS had it right all along: Ayaneo launches Flip 1S DS and Flip 1S KB, two new clamshell handheld gaming PCs with prices to make your teeth clench

    The Nintendo DS had it right all along: Ayaneo launches Flip 1S DS and Flip 1S KB, two new clamshell handheld gaming PCs with prices to make your teeth clench

    A Delayed Puzzle – Zelda Breath Of The Wild Walkthrough – Solve Kema Zoos Shrine Puzzle

    A Delayed Puzzle – Zelda Breath Of The Wild Walkthrough – Solve Kema Zoos Shrine Puzzle

    Destiny 2 The Desert Perpetual raid release date and time

    Destiny 2 The Desert Perpetual raid release date and time

    GTA 6 Trailer 2: Release Date Confirmed & Official Screenshots!

    GTA 6 Trailer 2: Release Date Confirmed & Official Screenshots!

    As if being worth $4 trillion isn’t enough, Nvidia claims the US government says it can start selling AI GPUs to China again

    As if being worth $4 trillion isn’t enough, Nvidia claims the US government says it can start selling AI GPUs to China again

    GOW  Ragnarok Valhalla (DLC) Gameplay/Walkthrough – No Commentary –  Part 7 (1080p 60fps on Ultra)

    GOW Ragnarok Valhalla (DLC) Gameplay/Walkthrough – No Commentary – Part 7 (1080p 60fps on Ultra)

    US Defense Department awards $200 million contract to Elon Musk’s Grok aka ‘MechaHitler’ and is looking forward to deploying it ‘in our warfighting domain’

    US Defense Department awards $200 million contract to Elon Musk’s Grok aka ‘MechaHitler’ and is looking forward to deploying it ‘in our warfighting domain’

    Why God Of War Ragnarok Will Be One Of THE BEST Games Of 2022 | God Of War Ragnarok Review Roundup

    Why God Of War Ragnarok Will Be One Of THE BEST Games Of 2022 | God Of War Ragnarok Review Roundup

    If you’re on the latest Windows 11 Insider build you might have to uninstall your Xbox controller driver to get it to play nicely

    If you’re on the latest Windows 11 Insider build you might have to uninstall your Xbox controller driver to get it to play nicely

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    Virtual Reality is Not What You Think

    Virtual Reality is Not What You Think

    MAJU TALK EPISODE # 2   I  Media and Art Industry Role in Pakistan

    MAJU TALK EPISODE # 2 I Media and Art Industry Role in Pakistan

    Draw A Lotus Flower in Ms Paint | Kamal Kaa Phool Ms Paint Me Kaise Bnaye

    Draw A Lotus Flower in Ms Paint | Kamal Kaa Phool Ms Paint Me Kaise Bnaye

    INSIDE Mirror Mirror: ArtScience Museum's NEW interactive exhibition

    INSIDE Mirror Mirror: ArtScience Museum's NEW interactive exhibition

    Woman Having a Hard Time: Falon Stutzman @ Megan Mulrooney Gallery, Los Angeles

    Woman Having a Hard Time: Falon Stutzman @ Megan Mulrooney Gallery, Los Angeles

    Creating a 3D VENOM Sculpture in Zbrush | Timelapse

    Creating a 3D VENOM Sculpture in Zbrush | Timelapse

    Alicja Kwade: Geologies of the Impossible

    Alicja Kwade: Geologies of the Impossible

    [SWTT] Generative Art NFT Tutorial

    [SWTT] Generative Art NFT Tutorial

    Using Unreal Engine 4 for CONCEPT ART – Full Process Video | From Zero to Concept Art

    Using Unreal Engine 4 for CONCEPT ART – Full Process Video | From Zero to Concept Art

  • Tech Deals
    LEGO Star Wars: The Force Awakens – Xbox 360 Standard Edition

    LEGO Star Wars: The Force Awakens – Xbox 360 Standard Edition

    Western Digital 10TB WD Purple Surveillance Internal Hard Drive HDD – SATA 6 Gb/s, 256…

    Western Digital 10TB WD Purple Surveillance Internal Hard Drive HDD – SATA 6 Gb/s, 256…

    NexStar 6G, 2.5” SATA III to USB 3.2 Gen1 External SSD/HDD Enclosure, ID: Black

    NexStar 6G, 2.5” SATA III to USB 3.2 Gen1 External SSD/HDD Enclosure, ID: Black

    Toshiba Canvio Basics 4TB Portable External Hard Drive USB 3.0, Black – HDTB540XK3CA

    Toshiba Canvio Basics 4TB Portable External Hard Drive USB 3.0, Black – HDTB540XK3CA

    Vansuny 64GB Type C Flash Drive 2 in 1 OTG USB 3.0 + USB C Memory Stick with Keychain…

    Vansuny 64GB Type C Flash Drive 2 in 1 OTG USB 3.0 + USB C Memory Stick with Keychain…

    SABRENT USB C to USB C Charging Cable with Smart Display, 2M/6.6FT Long, E-Marker Chip,…

    SABRENT USB C to USB C Charging Cable with Smart Display, 2M/6.6FT Long, E-Marker Chip,…

    XTRONS for Fiat 500 (2007-2015) Touch Screen Radio, 7 Inch Android 13 Car Stereo for…

    XTRONS for Fiat 500 (2007-2015) Touch Screen Radio, 7 Inch Android 13 Car Stereo for…

    XTRONS Single Din Car Stereo for Fiat 500, Android 13 Octa Core 4GB RAM 64GB ROM Car…

    XTRONS Single Din Car Stereo for Fiat 500, Android 13 Octa Core 4GB RAM 64GB ROM Car…

    Pioneer DJ HDJ-CUE1 On-ear DJ Headphones – Black

    Pioneer DJ HDJ-CUE1 On-ear DJ Headphones – Black

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla

    Tesla’s long-time head of sales in North America is out

    RYANSTAR RACING Black Car Door Handles Compatible with Tesla Cybertruck 2023 2024 2025 4…

    RYANSTAR RACING Black Car Door Handles Compatible with Tesla Cybertruck 2023 2024 2025 4…

    Tesla finally launches in India, but at a price that doesn’t make sense

    Tesla finally launches in India, but at a price that doesn’t make sense

    Cyber Hooks Heavy Duty Steel L Track Cleat Hooks – 4PCS Set, OEM Style Compatible with…

    Cyber Hooks Heavy Duty Steel L Track Cleat Hooks – 4PCS Set, OEM Style Compatible with…

    Rear Center Console Organizer for Tesla Cybertruck Trash Can with Anti-Slip Lid Cover…

    Rear Center Console Organizer for Tesla Cybertruck Trash Can with Anti-Slip Lid Cover…

    2025 Upgraded J1772 & CCS to Tesla Cybertruck Adapter Fast Charging Adapter Compatible…

    2025 Upgraded J1772 & CCS to Tesla Cybertruck Adapter Fast Charging Adapter Compatible…

    Truck Cover Custom Fit for Tesla Cybertruck, Waterproof All Weather Lightweight Pickup…

    Truck Cover Custom Fit for Tesla Cybertruck, Waterproof All Weather Lightweight Pickup…

    Inflatable Truck Bed Air Mattress for Tesla Cybertruck 2024 2025 Accessories Thicken Air…

    Inflatable Truck Bed Air Mattress for Tesla Cybertruck 2024 2025 Accessories Thicken Air…

    REDTIGER 4K Dash Cam Front, ADAS, Built-in WiFi GPS, Mini Hidden Dash Camera for Cars…

    REDTIGER 4K Dash Cam Front, ADAS, Built-in WiFi GPS, Mini Hidden Dash Camera for Cars…

  • UFO
    New York Eye & Ear Control

    New York Eye & Ear Control

    Drones with Camera for Adults 6K Foldable Headless Drone with Obstacle Avoidance Function Optical Flow Positioning Gesture Photography with Storage Bag 2 Battery

    Drones with Camera for Adults 6K Foldable Headless Drone with Obstacle Avoidance Function Optical Flow Positioning Gesture Photography with Storage Bag 2 Battery

    Women’S Sarong Coverups Beach Bathing Suit Wrap Skirt Sheer Bikini Wraps Chiffon Cover Ups For Swimwear

    Women’S Sarong Coverups Beach Bathing Suit Wrap Skirt Sheer Bikini Wraps Chiffon Cover Ups For Swimwear

    JWST's Mind Blowing Exoplanet Discovery!  #space #spaceexploration #exoplanets #nasa #fyp #shorts

    JWST's Mind Blowing Exoplanet Discovery! #space #spaceexploration #exoplanets #nasa #fyp #shorts

    Space Theme Birthday Candle, Shiny Astronaut Number Candle Spaceship Outer Space Cake Topper Perfect Universe Rocket Spacecraft Cake Decorations and Party Favors(Number 1)

    Space Theme Birthday Candle, Shiny Astronaut Number Candle Spaceship Outer Space Cake Topper Perfect Universe Rocket Spacecraft Cake Decorations and Party Favors(Number 1)

    The Dark Truth About 23andMe

    The Dark Truth About 23andMe

    Spacecraft Dashboard Gaming Mouse Pad Large Mouse Pad Office Desk Accessories XL Desk Mat 31.5×11.8×0.12 inch Blue Large Desk Pad Keyboard Pad (Console)

    Spacecraft Dashboard Gaming Mouse Pad Large Mouse Pad Office Desk Accessories XL Desk Mat 31.5×11.8×0.12 inch Blue Large Desk Pad Keyboard Pad (Console)

    How Much Does it Cost to Launch a Satellite? #shorts

    How Much Does it Cost to Launch a Satellite? #shorts

    Top Secret UFO Sightings #joerogan #podcast #aliens

    Top Secret UFO Sightings #joerogan #podcast #aliens

  • AI
    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker AI

    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

    Artificial Intelligence

    10 Surprising Things You Can Do with Python’s datetime Module

    Artificial Intelligence

    New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

    Artificial Intelligence

    Unlock retail intelligence by transforming data into actionable insights using generative AI with Amazon Q Business

  • Apple

    July 15, 2025 – Apple leadership, Mac growth

    iOS 26 public beta rumored to launch next week

    iOS 26 public beta rumored to launch next week

    Future Apple Watch or iPhone may gain a camera that’s completely hidden when not in use

    Future Apple Watch or iPhone may gain a camera that’s completely hidden when not in use

    iOS 26 gives Apple’s Reminders app a new, faster way to add tasks

    iOS 26 gives Apple’s Reminders app a new, faster way to add tasks

    iPhone 17: Titanium is coming to just one model, and it’s a surprising choice

    iPhone 17: Titanium is coming to just one model, and it’s a surprising choice

    Ultimate Edition’ coming to the Mac on July 17

    Ultimate Edition’ coming to the Mac on July 17

    Samsung reportedly gearing up to produce foldable iPhone displays

    Samsung reportedly gearing up to produce foldable iPhone displays

    How a MacBook with an iPhone chip can redefine Apple’s budget line

    How a MacBook with an iPhone chip can redefine Apple’s budget line

    Apple @ Work Podcast: Fleet launches iOS device management

    Apple @ Work Podcast: WebAI puts LLM power in the hands of your IT team

  • ComputerWorld
    How agentic AI will change IT support roles – Computerworld

    How agentic AI will change IT support roles – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    For July, a ‘big, broad’ Patch Tuesday release – Computerworld

    For July, a ‘big, broad’ Patch Tuesday release – Computerworld

    AI coding tools can slow down seasoned developers by 19%

    AI coding tools can slow down seasoned developers by 19%

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    A magically minimalist Android makeover – Computerworld

    A magically minimalist Android makeover – Computerworld

  • Gaming
    The Nintendo DS had it right all along: Ayaneo launches Flip 1S DS and Flip 1S KB, two new clamshell handheld gaming PCs with prices to make your teeth clench

    The Nintendo DS had it right all along: Ayaneo launches Flip 1S DS and Flip 1S KB, two new clamshell handheld gaming PCs with prices to make your teeth clench

    A Delayed Puzzle – Zelda Breath Of The Wild Walkthrough – Solve Kema Zoos Shrine Puzzle

    A Delayed Puzzle – Zelda Breath Of The Wild Walkthrough – Solve Kema Zoos Shrine Puzzle

    Destiny 2 The Desert Perpetual raid release date and time

    Destiny 2 The Desert Perpetual raid release date and time

    GTA 6 Trailer 2: Release Date Confirmed & Official Screenshots!

    GTA 6 Trailer 2: Release Date Confirmed & Official Screenshots!

    As if being worth $4 trillion isn’t enough, Nvidia claims the US government says it can start selling AI GPUs to China again

    As if being worth $4 trillion isn’t enough, Nvidia claims the US government says it can start selling AI GPUs to China again

    GOW  Ragnarok Valhalla (DLC) Gameplay/Walkthrough – No Commentary –  Part 7 (1080p 60fps on Ultra)

    GOW Ragnarok Valhalla (DLC) Gameplay/Walkthrough – No Commentary – Part 7 (1080p 60fps on Ultra)

    US Defense Department awards $200 million contract to Elon Musk’s Grok aka ‘MechaHitler’ and is looking forward to deploying it ‘in our warfighting domain’

    US Defense Department awards $200 million contract to Elon Musk’s Grok aka ‘MechaHitler’ and is looking forward to deploying it ‘in our warfighting domain’

    Why God Of War Ragnarok Will Be One Of THE BEST Games Of 2022 | God Of War Ragnarok Review Roundup

    Why God Of War Ragnarok Will Be One Of THE BEST Games Of 2022 | God Of War Ragnarok Review Roundup

    If you’re on the latest Windows 11 Insider build you might have to uninstall your Xbox controller driver to get it to play nicely

    If you’re on the latest Windows 11 Insider build you might have to uninstall your Xbox controller driver to get it to play nicely

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    Virtual Reality is Not What You Think

    Virtual Reality is Not What You Think

    MAJU TALK EPISODE # 2   I  Media and Art Industry Role in Pakistan

    MAJU TALK EPISODE # 2 I Media and Art Industry Role in Pakistan

    Draw A Lotus Flower in Ms Paint | Kamal Kaa Phool Ms Paint Me Kaise Bnaye

    Draw A Lotus Flower in Ms Paint | Kamal Kaa Phool Ms Paint Me Kaise Bnaye

    INSIDE Mirror Mirror: ArtScience Museum's NEW interactive exhibition

    INSIDE Mirror Mirror: ArtScience Museum's NEW interactive exhibition

    Woman Having a Hard Time: Falon Stutzman @ Megan Mulrooney Gallery, Los Angeles

    Woman Having a Hard Time: Falon Stutzman @ Megan Mulrooney Gallery, Los Angeles

    Creating a 3D VENOM Sculpture in Zbrush | Timelapse

    Creating a 3D VENOM Sculpture in Zbrush | Timelapse

    Alicja Kwade: Geologies of the Impossible

    Alicja Kwade: Geologies of the Impossible

    [SWTT] Generative Art NFT Tutorial

    [SWTT] Generative Art NFT Tutorial

    Using Unreal Engine 4 for CONCEPT ART – Full Process Video | From Zero to Concept Art

    Using Unreal Engine 4 for CONCEPT ART – Full Process Video | From Zero to Concept Art

  • Tech Deals
    LEGO Star Wars: The Force Awakens – Xbox 360 Standard Edition

    LEGO Star Wars: The Force Awakens – Xbox 360 Standard Edition

    Western Digital 10TB WD Purple Surveillance Internal Hard Drive HDD – SATA 6 Gb/s, 256…

    Western Digital 10TB WD Purple Surveillance Internal Hard Drive HDD – SATA 6 Gb/s, 256…

    NexStar 6G, 2.5” SATA III to USB 3.2 Gen1 External SSD/HDD Enclosure, ID: Black

    NexStar 6G, 2.5” SATA III to USB 3.2 Gen1 External SSD/HDD Enclosure, ID: Black

    Toshiba Canvio Basics 4TB Portable External Hard Drive USB 3.0, Black – HDTB540XK3CA

    Toshiba Canvio Basics 4TB Portable External Hard Drive USB 3.0, Black – HDTB540XK3CA

    Vansuny 64GB Type C Flash Drive 2 in 1 OTG USB 3.0 + USB C Memory Stick with Keychain…

    Vansuny 64GB Type C Flash Drive 2 in 1 OTG USB 3.0 + USB C Memory Stick with Keychain…

    SABRENT USB C to USB C Charging Cable with Smart Display, 2M/6.6FT Long, E-Marker Chip,…

    SABRENT USB C to USB C Charging Cable with Smart Display, 2M/6.6FT Long, E-Marker Chip,…

    XTRONS for Fiat 500 (2007-2015) Touch Screen Radio, 7 Inch Android 13 Car Stereo for…

    XTRONS for Fiat 500 (2007-2015) Touch Screen Radio, 7 Inch Android 13 Car Stereo for…

    XTRONS Single Din Car Stereo for Fiat 500, Android 13 Octa Core 4GB RAM 64GB ROM Car…

    XTRONS Single Din Car Stereo for Fiat 500, Android 13 Octa Core 4GB RAM 64GB ROM Car…

    Pioneer DJ HDJ-CUE1 On-ear DJ Headphones – Black

    Pioneer DJ HDJ-CUE1 On-ear DJ Headphones – Black

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla

    Tesla’s long-time head of sales in North America is out

    RYANSTAR RACING Black Car Door Handles Compatible with Tesla Cybertruck 2023 2024 2025 4…

    RYANSTAR RACING Black Car Door Handles Compatible with Tesla Cybertruck 2023 2024 2025 4…

    Tesla finally launches in India, but at a price that doesn’t make sense

    Tesla finally launches in India, but at a price that doesn’t make sense

    Cyber Hooks Heavy Duty Steel L Track Cleat Hooks – 4PCS Set, OEM Style Compatible with…

    Cyber Hooks Heavy Duty Steel L Track Cleat Hooks – 4PCS Set, OEM Style Compatible with…

    Rear Center Console Organizer for Tesla Cybertruck Trash Can with Anti-Slip Lid Cover…

    Rear Center Console Organizer for Tesla Cybertruck Trash Can with Anti-Slip Lid Cover…

    2025 Upgraded J1772 & CCS to Tesla Cybertruck Adapter Fast Charging Adapter Compatible…

    2025 Upgraded J1772 & CCS to Tesla Cybertruck Adapter Fast Charging Adapter Compatible…

    Truck Cover Custom Fit for Tesla Cybertruck, Waterproof All Weather Lightweight Pickup…

    Truck Cover Custom Fit for Tesla Cybertruck, Waterproof All Weather Lightweight Pickup…

    Inflatable Truck Bed Air Mattress for Tesla Cybertruck 2024 2025 Accessories Thicken Air…

    Inflatable Truck Bed Air Mattress for Tesla Cybertruck 2024 2025 Accessories Thicken Air…

    REDTIGER 4K Dash Cam Front, ADAS, Built-in WiFi GPS, Mini Hidden Dash Camera for Cars…

    REDTIGER 4K Dash Cam Front, ADAS, Built-in WiFi GPS, Mini Hidden Dash Camera for Cars…

  • UFO
    New York Eye & Ear Control

    New York Eye & Ear Control

    Drones with Camera for Adults 6K Foldable Headless Drone with Obstacle Avoidance Function Optical Flow Positioning Gesture Photography with Storage Bag 2 Battery

    Drones with Camera for Adults 6K Foldable Headless Drone with Obstacle Avoidance Function Optical Flow Positioning Gesture Photography with Storage Bag 2 Battery

    Women’S Sarong Coverups Beach Bathing Suit Wrap Skirt Sheer Bikini Wraps Chiffon Cover Ups For Swimwear

    Women’S Sarong Coverups Beach Bathing Suit Wrap Skirt Sheer Bikini Wraps Chiffon Cover Ups For Swimwear

    JWST's Mind Blowing Exoplanet Discovery!  #space #spaceexploration #exoplanets #nasa #fyp #shorts

    JWST's Mind Blowing Exoplanet Discovery! #space #spaceexploration #exoplanets #nasa #fyp #shorts

    Space Theme Birthday Candle, Shiny Astronaut Number Candle Spaceship Outer Space Cake Topper Perfect Universe Rocket Spacecraft Cake Decorations and Party Favors(Number 1)

    Space Theme Birthday Candle, Shiny Astronaut Number Candle Spaceship Outer Space Cake Topper Perfect Universe Rocket Spacecraft Cake Decorations and Party Favors(Number 1)

    The Dark Truth About 23andMe

    The Dark Truth About 23andMe

    Spacecraft Dashboard Gaming Mouse Pad Large Mouse Pad Office Desk Accessories XL Desk Mat 31.5×11.8×0.12 inch Blue Large Desk Pad Keyboard Pad (Console)

    Spacecraft Dashboard Gaming Mouse Pad Large Mouse Pad Office Desk Accessories XL Desk Mat 31.5×11.8×0.12 inch Blue Large Desk Pad Keyboard Pad (Console)

    How Much Does it Cost to Launch a Satellite? #shorts

    How Much Does it Cost to Launch a Satellite? #shorts

    Top Secret UFO Sightings #joerogan #podcast #aliens

    Top Secret UFO Sightings #joerogan #podcast #aliens

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Techcratic
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Home Hacker News

Tencent/Hunyuan3D-2: High-Resolution 3D Assets Generation with Large Scale Hunyuan3D Diffusion Models.

Hacker News by Hacker News
January 21, 2025
in Hacker News
Reading Time: 9 mins read
123
A A
0

2025-01-21 17:42:00
github.com

中文阅读

“ Living out everyone’s imagination on creating and manipulating 3D assets.”

We present Hunyuan3D 2.0, an advanced large-scale 3D synthesis system for generating high-resolution textured 3D assets.
This system includes two foundation components: a large-scale shape generation model – Hunyuan3D-DiT, and a large-scale
texture synthesis model – Hunyuan3D-Paint.
The shape generative model, built on a scalable flow-based diffusion transformer, aims to create geometry that properly
aligns with a given condition image, laying a solid foundation for downstream applications.
The texture synthesis model, benefiting from strong geometric and diffusion priors, produces high-resolution and vibrant
texture maps for either generated or hand-crafted meshes.
Furthermore, we build Hunyuan3D-Studio – a versatile, user-friendly production platform that simplifies the re-creation
process of 3D assets. It allows both professional and amateur users to manipulate or even animate their meshes
efficiently.
We systematically evaluate our models, showing that Hunyuan3D 2.0 outperforms previous state-of-the-art models,
including the open-source models and closed-source models in geometry details, condition alignment, texture quality, and
e.t.c.

Hunyuan3D 2.0 features a two-stage generation pipeline, starting with the creation of a bare mesh, followed by the
synthesis of a texture map for that mesh. This strategy is effective for decoupling the difficulties of shape and
texture generation and also provides flexibility for texturing either generated or handcrafted meshes.

We have evaluated Hunyuan3D 2.0 with other open-source as well as close-source 3d-generation methods.
The numerical results indicate that Hunyuan3D 2.0 surpasses all baselines in the quality of generated textured 3D assets
and the condition following ability.

Model CMMD(⬇) FID_CLIP(⬇) FID(⬇) CLIP-score(⬆)
Top Open-source Model1 3.591 54.639 289.287 0.787
Top Close-source Model1 3.600 55.866 305.922 0.779
Top Close-source Model2 3.368 49.744 294.628 0.806
Top Close-source Model3 3.218 51.574 295.691 0.799
Hunyuan3D 2.0 3.193 49.165 282.429 0.809

Generation results of Hunyuan3D 2.0:


Model Date Huggingface
Hunyuan3D-DiT-v2-0 2025-01-21 Download
Hunyuan3D-Paint-v2-0 2025-01-21 Download

🤗 Get Started with Hunyuan3D 2.0

You may follow the next steps to use Hunyuan3D 2.0 via code or the Gradio App.

Please install Pytorch via the official site. Then install the other requirements via

pip install -r requirements.txt
# for texture
cd hy3dgen/texgen/custom_rasterizer
python3 setup.py install
cd hy3dgen/texgen/differentiable_renderer
bash compile_mesh_painter.sh

We designed a diffusers-like API to use our shape generation model – Hunyuan3D-DiT and texture synthesis model –
Hunyuan3D-Paint.

You could assess Hunyuan3D-DiT via:

from hy3dgen.shapegen import Hunyuan3DDiTFlowMatchingPipeline

pipeline = Hunyuan3DDiTFlowMatchingPipeline.from_pretrained('tencent/Hunyuan3D-2')
mesh = pipeline(image='assets/demo.png')[0]

The output mesh is a trimesh object, which you could save to glb/obj (or other
format) file.

For Hunyuan3D-Paint, do the following:

from hy3dgen.texgen import Hunyuan3DPaintPipeline
from hy3dgen.shapegen import Hunyuan3DDiTFlowMatchingPipeline

# let's generate a mesh first
pipeline = Hunyuan3DDiTFlowMatchingPipeline.from_pretrained('tencent/Hunyuan3D-2')
mesh = pipeline(image='assets/demo.png')[0]

pipeline = Hunyuan3DPaintPipeline.from_pretrained('tencent/Hunyuan3D-2')
mesh = pipeline(mesh, image='assets/demo.png')

Please visit minimal_demo.py for more advanced usage, such as text to 3D and texture generation
for handcrafted mesh
.

You could also host a Gradio App in your own computer via:

Don’t forget to visit Hunyuan3D for quick use, if you don’t want to host yourself.

If you found this repository helpful, please cite our reports:

@misc{hunyuan3d22025tencent,
    title={Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation},
    author={Tencent Hunyuan3D Team},
    year={2025},
}

@misc{yang2024tencent,
    title={Tencent Hunyuan3D-1.0: A Unified Framework for Text-to-3D and Image-to-3D Generation},
    year={2024},
    author={Tencent Hunyuan3D Team},
    eprint={2411.02293},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}

We would like to thank the contributors to
the DINOv2, Stable Diffusion, FLUX, diffusers, HuggingFace, CraftsMan3D, and Michelangelo repositories, for their open research and exploration.

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