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How To Fix the Most Common AI Image Errors and Hallucinations
How To Fix the Most Common AI Image Errors and Hallucinations

CNET

time4 days ago

  • Entertainment
  • CNET

How To Fix the Most Common AI Image Errors and Hallucinations

One of the best parts of my job is laughing at the truly terrible, deeply flawed, occasionally frightening AI images that pop out while I review different AI image generators. I spend a lot of time playing around with AI in ChatGPT, Midjourney and Adobe, and I've learned that no AI generator is perfect. But there are some common patterns, things that many AIs struggle with. Every image generator is unique, but I've spent enough time with them to recognize some patterns. There are certain things AIs are prone to mess up -- fingers on hands, overlapping elements, extremely fine details, etcetera. Some AI image programs give you tools to edit these mistakes, which is great. But when you can't, these are my tried-and-true tips for tweaking your prompts and settings to fix your images. These are the biggest problems I found and how to fix them. For more, check out the best AI image generators and our guide to effective AI image prompt writing. Human faces and expressions Katelyn Chedraoui via Canva Magic Media AI/CNET Accurate facial expressions continually challenge AI generators. Quirky eyes, teeth and eyebrows are some of the strongest indicators that an image is AI-generated. In this case, the result was extremely funny to me, if also completely unusable. The girls are sporting some Halloween-like vampire teeth, and the dude in the back is having more than a bad hair day. Stephen Shankland via Dall-E 3/CNET Even with cartoon or non-realistic characters, generators struggle to moderate emotion and expressions. This image -- created by our best pick, Dall-E 3 -- over-amplified the prompt, and the end result was too dramatic. I'm a self-identified neat freak, but I can't imagine anyone getting this upset over what looks like hundreds of dollars of cleaning supplies. Even the best programs can fail and produce wonky results. How to fix it: I recommend asking the service to cut down on the number of people it's trying to render -- cut down on the number of chances for error -- and using post-generation editing tools to select specific parts of the image that need regenerated or fixed. Picking a more mild adjective ("angry" rather than "enraged") might help guide the service down the right path. Iconic characters, trademarks and recognizable logos Katelyn Chedraoui via Canva Magic Media AI/CNET For many reasons, AI image generators can rarely produce accurate logos, known trademarks or otherwise recognizable characters. This is usually because there are significant legal concerns about a company allowing its brand materials or intellectual property to be used for AI services. It also could be because the logo or brand you want to include isn't in the generator's training data, so the generator won't understand your request. Two recent exceptions to this are new image generation features on the Google Pixel 9 and Pixel 9 XL, thanks to Gemini AI, which our mobile experts used to create images featuring accurate-looking Mickey Mouse and Pikachu renditions. The other exception is some paying X (formerly Twitter) users reporting that they can use the social media site's Grok chatbot to make realistic-looking Mickeys and human political figures. These images still aren't perfect renderings, but they're pretty close. How to fix it: You can't, but on the plus side, you're a lot more likely to avoid lawsuits for copyright infringement. If you run into this issue, I recommend rethinking your design concept to see if you can get the same point across without using a specific company name or logo. Do you really need the TikTok logo, or do you just need a phone with a vertical video playing, for example. Overlapping, complex elements Katelyn Chedraoui via Leonardo AI/CNET Occasionally, you'll stump a generator if you have too many overlapping or complex elements within an image. The best AI image programs aren't going to run into this issue very often, but even the best programs fail at some point. With this Leonardo image, the library of my dreams is ruined by the rolling ladder that disappears halfway up. Katelyn Chedraoui via Canva Magic Media AI/CNET Similarly, this photorealistic image of a kitchen looks alright from a cursory look, but a second glance or quick zoom-in shows nonsensical characters printed on the cookbook, and the book itself seems to have two spines and three sections. Images like this show how frustrating it can be to create AI images -- even when you think you've got a winner, small flaws make them unusable. How to fix it: Try simplifying your prompt or using post-generation editing tools to single out the problem and fix it. Sometimes changing the aesthetic can help as well; these issues usually pop up when you're trying to make photorealistic or stock images. If your service offers a specific area editing tool, try using that to select the questionable area and ask the generator to remove what's in it. Over-editing and hallucinations Katelyn Chedraoui via Midjourney AI/CNET The sign of a great AI image generator is its ability to produce an image with few errors or hallucinations while giving you the right tools to fix those issues when they inevitably pop up, but not every service does. In this example from Midjourney, I went through several rounds of edits on this image of a soccer team celebrating a victory, and I have no idea what happened to get to this final result -- or any clue what's going on with the blob that's presumably a player in the right-hand side of the picture. Frankly, I don't think Midjourney knew either. How to fix it: With editing AI images, sometimes less is more. Don't be afraid to scrap your current batch of images and start over. You can often preemptively fix big issues by refining your prompt so you only have to worry about fixing minor issues later. AI generators still need human work Katelyn Chedraoui via Leonardo AI/CNET I have no doubt that the companies behind these AI generators are working to eliminate these issues and level up their models. For now, imperfect images show us once again that while this tech is improving, it's not flawless. My hope is that because so many of these services face similar challenges, they will all be chasing solutions for these issues. As a final note, I'll remind you that it's a best practice to credit or acknowledge that an image is AI-generated when you share it. As AI images get better and more realistic-looking, it's more important than ever to distinguish AI-generated art from other kinds of media. For more, check out our advice for writing the best AI image prompt and our best picks for AI image generators.

Google Pixel 9 price drop alert: Get the 12GB RAM + 256GB storage Wintergreen variant at up to Rs. 15,000 discount
Google Pixel 9 price drop alert: Get the 12GB RAM + 256GB storage Wintergreen variant at up to Rs. 15,000 discount

Time of India

time6 days ago

  • Business
  • Time of India

Google Pixel 9 price drop alert: Get the 12GB RAM + 256GB storage Wintergreen variant at up to Rs. 15,000 discount

Google Pixel 9 price drop: A recent price reduction of ₹12,000 for the Google Pixel 9 has generated new excitement among smartphone fans in India. This offer redefines flagship value by providing access to Google's state-of-the-art camera technology and AI-powered features at a remarkably low price. This offer is attracting the attention of both tech gurus and discerning consumers due to its timing, which coincides with the festive and year-end purchasing momentum. Many people view the cashback and bank offers that online shops are implementing as a fantastic chance to get a high-end phone without having to pay full price. The excitement is growing. Continue reading to see how to benefit from this Google Pixel 9 offer and what makes it one of the season's most talked-about smartphone deals. Google Pixel 9 specifications It has a 4700 mAh battery with 45W rapid charging capability. The Pixel 9 features a 48-megapixel ultrawide lens and a 50-megapixel primary camera with optical image stabilisation (OIS) for enhanced photography. A 10.5-megapixel selfie camera on the front makes for excellent video calls and selfies. Google Pixel 9 price, discount, and offer The 256GB storage and 12GB RAM The pricing of the Wintergreen version of the Pixel 9 has been lowered by Rs 5,000 to Rs 74,999. Users of HDFC Bank credit cards can also take advantage of an extra Rs 7,000 off EMI transactions. This is a particularly attractive update if you consider the exchange value of your old smartphone, which can further reduce the price on Vijay Sales website. For the latest and more interesting tech news, keep reading Indiatimes Tech.

Google Pixel 9 is available with Rs 12,000 on Flipkart: Here's how you can buy the smartphone under Rs 65,000
Google Pixel 9 is available with Rs 12,000 on Flipkart: Here's how you can buy the smartphone under Rs 65,000

Time of India

time6 days ago

  • Business
  • Time of India

Google Pixel 9 is available with Rs 12,000 on Flipkart: Here's how you can buy the smartphone under Rs 65,000

Looking to buy Google Pixel 9 smartphone? If yes, then here's some news that you may like. Walmart-owned Flipkart has listed the handset with Rs 5,000 off on its website. There is an additional bank offer and exchange bonus on Google Pixel 9 which further reduces its price. Tired of too many ads? go ad free now The smartphone runs on the company's own Tensor G4 chipset and boasts of the best of Google's AI first. Google Pixel 9 comes with seven years of OS and security updates, and new and upgraded features with Pixel Drops. So if you are eyeing a good Android smartphone that is both reliable and future ready, Google Pixel 9 is an option to consider. Here are the offers available on Pixel 9 on Flipkart Offers on Google Pixel 9 As mentioned above, there is a flat discount of 6% or Rs 5,000 on Google Pixel 9 currently. This drops the selling price to Rs 74,999 of the device on Flipkart. The e-tailer is also giving a bank discount of up to Rs 7,000 with HDFC Bank credit card EMI transactions. This translates to a discount of up to Rs 12,000 on Google Pixel 9. That is not all. If you have an old smartphone, you can get an exchange bonus of up to Rs 52,650 depending on your old smartphone model and condition. Google Pixel 9 features Google Pixel 9 sports a 6.3-inch Actua display with a peak brightness of 2,700 nits. The full-HD (1080 x 2424 pixels at 422 PPI) OLED display has 20:9 aspect ratio and 60-120Hz refresh rate. The display is protected by Corning Gorilla Glass Victus 2. Under the hood is Google Tensor G4 SoC that is specially designed to handle AI and machine learning tasks. There is a Titan M2 security coprocessor, 12GB RAM and up to 256GB storage. As far as the camera is concerned, the phone gets a 50MP Octa PD wide camera with ƒ/1.68 aperture and 82-degree field of view. Tired of too many ads? go ad free now There is an ultrawide camera that packs a 48MP Quad PD sensor with an ultrawide lens that has ƒ/1.7 aperture and 123-degree field of view. On the front is a 10.5MP Dual PD selfie camera with autofocus, ƒ/2.2 aperture and 95-degree field of view. Other features include single-zone LDAF sensor, spectral and flicker sensor, and optical + electronic image stabilisation on the wide angle camera. Google is also bringing a bunch of AI features including: Super Res Zoom up to 8x, Add Me, Macro Focus, Night Sight, Astrophotography, Portrait Mode, Face Unblur, Long Exposure, Action Pan and Real Tone. Editing Features include Magic Editor, Magic Eraser, Best Take and Photo Unblur. The Google Pixel 9 packs a 4,700mAh battery and IP68 dust and water resistance rating. Google is offering 7 years of OS, security, and Pixel Drop updates.

This Google Pixel 9 Is Smart Enough to Use AI and Kind Enough to Be 28% Off
This Google Pixel 9 Is Smart Enough to Use AI and Kind Enough to Be 28% Off

Yahoo

time11-06-2025

  • Business
  • Yahoo

This Google Pixel 9 Is Smart Enough to Use AI and Kind Enough to Be 28% Off

This site may earn affiliate commissions from the links on this page. Terms of use(Opens in a new window) . There's a difference between having a smartphone and having a phone that's actually smart. The Google Pixel 9 falls into the second category. It quietly fixes your photos, runs Gemini AI like a pro, and survives a full day without babysitting the battery. Right now it's down to $649, which is 28% off and surprisingly chill for a flagship Android with this much brains. This phone runs the latest version of Google's Gemini AI, so you can draft emails, summarize notes, or ask it complex questions and get real answers fast. It handles everyday tasks without lag, and its interface stays clean even when you've got five apps open and twelve tabs in Chrome. It also comes with Google's custom Tensor chip that balances performance with machine learning, so everything feels fluid and personal. The camera setup is what makes this phone stand out. You get advanced editing tools like Magic Eraser, Real Tone for accurate skin tones, and Night Sight that actually works in the dark. It captures detailed, vibrant shots without needing to dig through menus or mess with pro settings. The front camera is sharp, too, which is great for video calls that don't make you look like a pixelated ghost. This phone is built to last the day. Battery life stretches comfortably through 24 hours even with regular use, and the adaptive charging keeps it optimized over time. The 6.3-inch Actua display looks crisp and bright in daylight without draining power like crazy. It's IP68 rated for water and dust resistance, which means it can handle splashes, pockets, and everything in between without drama. At $649, this Google Pixel 9 phone hits a rare balance of power, camera magic, and actual usefulness. If you want a device that feels smarter without getting in your way, this is it.

Samsung Galaxy S25 vs Google Pixel 9 deals: Both at all-time low prices!
Samsung Galaxy S25 vs Google Pixel 9 deals: Both at all-time low prices!

Android Authority

time05-06-2025

  • Business
  • Android Authority

Samsung Galaxy S25 vs Google Pixel 9 deals: Both at all-time low prices!

C. Scott Brown / Android Authority Are you looking for a great phone that won't break the bank? If you still want something high-end, I usually recommend phones like the Samsung Galaxy S25 or the Google Pixel 9 base models. These still offer a premium experience, but the price is more reasonable. They also happen to be smaller phones, which many of us prefer. They are also both at their all-time low prices right now, but which one should you pick? Buy the Samsung Galaxy S25 for $624.99 ($175 off) Buy the Google Pixel 9 for $599 ($200 off) Both of these offers come from Amazon, but there are some things you need to keep in mind. The Samsung Galaxy S25 deal is only available for two color models: Silver Shadow and Mint. In the case of the Google Pixel 9, all color versions are equally discounted. Samsung Galaxy S25 Samsung Galaxy S25 Samsung Galaxy S25 Refined software, AI smarts, and next-gen hardware With an emphasis on AI features, and a move to Gemini, the Samsung Galaxy S25 is an exciting update to the Galaxy S line. Equipped with a 6.2-inch FHD+ display, Snapdragon 8 Elite SoC, 12GB of RAM, a powerful 50MP camera, and updated hardware materials, we expect big things from the base model of Samsung's 2025 flagship phone. See price at Amazon Save $175.00 Limited Time Deal! The Samsung Galaxy S25 series has an excellent reputation. In fact, S25 phones might be even more popular than Google's own devices! It's for a good reason, though. These phones are awesome, offering a premium experience that is really hard to beat. We'll be straight and tell you it isn't quite as amazing as the Samsung Galaxy S25 Plus and Ultra, but it is still a high-end handset. To be honest, most people will do just fine with this phone, and the others may be a bit overkill for many. The Samsung Galaxy S25 still comes with a Qualcomm Snapdragon 8 Elite processor and 12GB of RAM. Performance won't really suffer, and this phone can still handle any app, game, or task. As already mentioned, the phone is smaller, so it has a 6.2-inch display with a Full HD+ resolution. It still has a 120Hz refresh rate, so motion is just as smooth. It's still a Dynamic LTPO AMOLED 2x panel, so it looks gorgeous, with vibrant colors and deep blacks. C. Scott Brown / Android Authority Furthermore, the design is gorgeous, offering a sleek look and a really solid construction. It has an aluminum frame, and Gorilla Glass Victus 2 on the front and back. Just like all other high-end modern phones, it also gets an IP68 rating. It has a really nice camera system. It's actually the same as the Samsung Galaxy S25 Plus one. While neither of these phones can match the Ultra model in terms of picture quality, both can take outstanding photos. The battery is smaller at 4,000mAh, but we found it can still last a whole day on a full charge. When depleted, you can juice up the phone at 25W wired or 15W wireless speeds. All things considered, you'll get a phone with plenty of power, a really nice design, and an overall higher-end experience. The Samsung UI is also more complex, which means it has a bunch of cool features you don't always find in other smartphones. It helps that it also gets a seven-year update promise, which is among the best update commitments in the industry. The only brand that matches Samsung in this regard is Google. If you want to learn more, we have a full Samsung Galaxy S25 review. Google Pixel 9 Google Pixel 9 Google Pixel 9 The vanilla Pixel 9. The Pixel 9 rocks a 6.3-inch display, Tensor G4 chipset, 12GB of RAM, and at least 128GB of internal storage. See price at Amazon Save $200.00 The Samsung Galaxy S25 is excellent, but many of you prefer the Google experience. The UI is cleaner, and Pixel phones are always among the first to get Android updates. The Google Pixel 9 is technically also a high-end phone, but it is the smaller brother in its premium family, just like the S25. They are direct competitors, so the offerings are quite similar. The Pixel 9 still has a great design, features an aluminum frame, and even has the same Gorilla Glass Victus construction, along with the IP68 rating. This phone is quite powerful, featuring a Google Tensor G4 chipset and 12GB of RAM. The performance will be more than enough to keep the majority of people happy. You would honestly need to push the phone really hard to see it slow down. C. Scott Brown / Android Authority The display is also smaller, at 6.3 inches. It's an OLED panel with a Full HD+ resolution. And yes, it also has a 120Hz refresh rate. Even battery life is about the same, averaging about a full day per charge. It charges a bit faster, but not by much. It can reach 27W speeds wired or 15W wirelessly. Pixels are known for their cameras, and the Google Pixel 9 is no exception. Of course, the Pro models have better cameras, but the Pixel 9 still shoots outstanding photos. Remember we told you the only brand that matches Samsung in update promises is Google? Yeah, the Google Pixel 9 also gets a seven-year update commitment. You really can't go wrong with the Pixel 9. It's likely a better option if you like the vanilla Android UI, would prefer getting faster Android updates, and like Google's design language better. Otherwise, the experience will actually be quite similar. Here's our full Google Pixel 9 review, if you're interested. Both of these phones are amazing, and right now, they offer a bunch of value for your hard-earned dollars. If you want more help, though, here is our full comparison between the Samsung Galaxy S25 and the Google Pixel 9. Of course, you can always refer to our list of the best Android phones to find some other alternatives.

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