# How to Fix AI Image Noise & Restore Quality (Nano Banana 2, ChatGPT, Grok, Flux Tutorial)
Canonical: https://social-archive.org/hjbhjh/QPVGkyaBCu
Original URL: https://www.youtube.com/watch?v=lMKLVDKFxEU
Author: Hongzhao
Platform: youtube
Share mode: full
## Content
Tired of noisy, low-quality AI images? It's time for an upgrade. In this video, I’ll show you a lightning-fast restoration workflow. You’ll learn how to use simple prompts to rescue ruined images and restore them to crisp 4K resolution. Plus, we’ll jump into Google AI Studio to build a custom '1-click denoise' tool. And create your very own AI agent. To prove this works, I tested this exact method across major models like Nano Banana 2, ChatGPT, FLUX, Grok, and Seedream. The best part? It works flawlessly on every single one! What You Will Learn: 2 proven methods to remove noise from any AI image and restore crisp 4K clarity. Build a custom 1-click denoise tool directly inside Google AI Studio. Build an AI Agent with Gemini Gems: Master high-efficiency prompting to transform tedious denoising steps into a fully automated AI Agent workflow. Compare real-world results across today's most popular AI image models. Get the Prompts Here: https://ko-fi.com/s/6b9d03b89d Run Flux for free: https://www.krea.ai/refer/DPPHGPR6 Timestamps: 0:00 - Intro: The AI Noise Problem 0:36 - Method 1: Upscale Noisy Images to Crisp 4K 2:46 - Build a 1-Click Denoise Tool in Google AI Studio 5:08 - Method 2: The 1-Prompt 4K Fix 5:31 - Create an Auto-Fix AI Agent using Gemini Gems 7:02 - Testing Top AI Image Models If you enjoy practical AI tutorials like this, don’t forget to like and subscribe! #AIImageUpscale #GoogleGemini #NanoBanana2 --- ## Transcript [0:00](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=0s) Ever noticed AI edits making your images [0:03](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=3s) worse, more noise, lower quality? In [0:05](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=5s) this video, I'll show you how to fix [0:07](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=7s) that with just one simple prompt. But [0:10](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=10s) that's not all. You can also turn it [0:12](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=12s) into a tool for automatic restoration [0:15](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=15s) with before and after comparison, or [0:18](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=18s) even build it into an AI agent. Just [0:21](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=21s) drop in an image, and it handles [0:23](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=23s) everything for you. And the best part? [0:26](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=26s) This method works across all the major [0:28](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=28s) models, Nano Banana 2, Grok, Flu X, Chat [0:33](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=33s) GPT, and more. Let's jump right in. [0:36](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=36s) Method one, after multiple edits, this [0:39](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=39s) image now has very noticeable noise. [0:41](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=41s) First, open Gemini, upload your image, [0:44](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=44s) and enter this prompt. Set tools to [0:47](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=47s) create image, then click submit. This [0:51](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=51s) will generate a line art version of the [0:53](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=53s) image, which helps lock in the [0:55](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=55s) structure. Go ahead and download it. [0:57](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=57s) We'll use it later. Step two, upload the [1:00](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=60s) same image again, and enter this prompt. [1:05](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=65s) This time you'll get a flat colors [1:06](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=66s) version, which locks in the base colors [1:09](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=69s) of the image. [1:10](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=70s) Download this one as well. Step three, [1:13](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=73s) upload the same image again, and enter [1:16](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=76s) this prompt. But this time, we're not [1:19](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=79s) generating an image. We're asking Gemini [1:22](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=82s) to reverse engineer the prompt. So, keep [1:25](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=85s) tools on default. Here, we want Gemini [1:28](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=88s) to output the prompt in JSON format. [1:31](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=91s) I've made another video explaining how [1:33](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=93s) to use JSON. Feel free to check it out [1:36](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=96s) if you're interested. Final step, upload [1:38](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=98s) the line art, flat colors, and the [1:41](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=101s) original noisy image. [1:43](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=103s) Then enter this prompt. [1:47](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=107s) You'll notice there's a placeholder for [1:49](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=109s) a prompt. Just copy and paste the JSON [1:51](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=111s) prompt we generated earlier into that [1:53](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=113s) spot. [1:59](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=119s) Once that's done, we get a high-quality [2:01](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=121s) restored image. You might notice the [2:03](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=123s) apple in the center looks a bit off. But [2:06](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=126s) no worries. Just click try again to [2:09](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=129s) regenerate. [2:11](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=131s) This time, the result looks much better [2:13](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=133s) and stays true to the original. If [2:16](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=136s) you're a pro user, you can also click [2:18](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=138s) more and choose redo with pro to [2:21](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=141s) generate another version for comparison. [2:23](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=143s) After comparing the results, I think the [2:26](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=146s) second one matches the original best. [2:28](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=148s) Download it. [2:32](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=152s) And compare it with the original. You'll [2:34](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=154s) see the image quality has improved [2:35](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=155s) dramatically. [2:38](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=158s) Doesn't this whole process, comparing [2:40](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=160s) images and going step by step, feel a [2:43](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=163s) bit tedious? What if you could do [2:45](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=165s) everything in one click and instantly [2:47](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=167s) compare the before and after images side [2:50](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=170s) by side? [2:51](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=171s) That would be way more convenient, [2:53](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=173s) right? Let me show you how to do that. [2:55](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=175s) First, open Google AI Studio and click [2:59](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=179s) on build in the left sidebar. I've [3:02](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=182s) already combined all the prompts we used [3:04](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=184s) earlier. Just paste them in here, then [3:07](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=187s) click build. Give it a moment, and the [3:10](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=190s) tool will be created automatically. Now, [3:12](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=192s) let's upload an image and test it. You [3:15](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=195s) can see it's now following our prompts [3:17](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=197s) step by step to generate the image. [3:20](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=200s) And right below, we can preview the [3:22](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=202s) results in real time. [3:25](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=205s) It's done. [3:28](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=208s) Now, with just one click, we can [3:30](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=210s) complete all the steps we did earlier. [3:32](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=212s) Click full screen, [3:36](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=216s) and let's take a closer look at the [3:38](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=218s) final result. There are a couple of [3:40](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=220s) small issues here. It swapped the before [3:42](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=222s) and after images, and the labels say [3:45](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=225s) original and 4K enhanced. Also, the [3:48](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=228s) downloaded image is quite small, not [3:51](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=231s) actually 4K. No worries. We can fix all [3:54](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=234s) of this directly in AI Studio. After [3:57](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=237s) making those adjustments, [3:59](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=239s) everything looks good now. [4:04](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=244s) The downloaded image is also in true 4K [4:07](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=247s) resolution. So now, not only can we [4:10](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=250s) remove noise from images with one click, [4:13](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=253s) but we can also get a clean 4K result. [4:16](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=256s) And we can even make this tool more [4:18](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=258s) flexible. If you want to adjust the [4:20](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=260s) results for different images, you can [4:23](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=263s) add a custom prompt input. Just enter [4:25](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=265s) this prompt, [4:29](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=269s) and now the prompt becomes editable. [4:38](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=278s) For example, if I want this portrait to [4:41](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=281s) both remove noise and have a high-end [4:44](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=284s) professional photography look, I can [4:46](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=286s) just enter a new prompt. Then load the [4:49](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=289s) image and test it. [4:53](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=293s) The generated result looks really good. [4:56](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=296s) And if you want to go back to the [4:58](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=298s) original setup, just click reset to [5:00](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=300s) default, and everything will reset [5:03](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=303s) instantly. Now, let's move on to method [5:05](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=305s) two. This one is much simpler than the [5:08](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=308s) first method. Again, open Gemini, upload [5:12](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=312s) your image, enter this prompt, [5:15](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=315s) select create image, [5:18](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=318s) and click submit. It finishes in just a [5:20](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=320s) few seconds, and you can clearly see the [5:23](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=323s) image quality has improved. If you feel [5:26](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=326s) like typing the prompt every time is a [5:28](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=328s) bit of a hassle, there's an easier way. [5:30](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=330s) Click on gems, [5:32](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=332s) then select new gem. On this page, name [5:36](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=336s) it image denoising, [5:40](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=340s) then paste your prompt into the [5:41](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=341s) instructions field, select create image, [5:48](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=348s) then click save. [5:51](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=351s) Now, you can simply upload the image you [5:53](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=353s) want to process, and it will [5:55](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=355s) automatically apply the prompt to make [5:57](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=357s) the edits. This is essentially a simple [6:00](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=360s) AI agent. If you'd like to learn more [6:02](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=362s) about how to use gems, feel free to [6:04](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=364s) check out my previous video. [6:07](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=367s) Of course, you can also use Google AI [6:10](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=370s) Studio to build a tool for this. Just [6:13](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=373s) paste in the prompt, [6:14](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=374s) and after a moment, the tool will be [6:16](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=376s) generated automatically. Upload your [6:19](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=379s) image, click restore image, and wait a [6:21](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=381s) few seconds. You'll be able to compare [6:24](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=384s) the before and after results side by [6:26](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=386s) side. You can also click download to [6:29](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=389s) save the image. This method is simpler [6:31](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=391s) than the first one. However, after [6:34](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=394s) testing both, I found that the first [6:36](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=396s) method works better for images with [6:38](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=398s) heavy noise. So, you can choose the [6:40](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=400s) method that best fits your needs. [6:46](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=406s) If your images generated with Gemini [6:48](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=408s) have this kind of artifact, I actually [6:51](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=411s) made a tool in Google AI Studio before [6:53](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=413s) that can remove it for free. [6:55](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=415s) If you're interested, you can check out [6:57](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=417s) my previous video. [7:00](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=420s) Next, let's try using other AI tools to [7:04](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=424s) see if the same prompts can also help [7:06](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=426s) reduce noise. We're going to use this [7:08](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=428s) portrait photo. First, let's try it in [7:11](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=431s) Chat GPT. Upload the image, paste in the [7:15](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=435s) prompt we just used, select create [7:17](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=437s) image, and then click send. Give it a [7:20](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=440s) moment. It's done. [7:22](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=442s) I think the second result looks better. [7:25](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=445s) The first one changed the person's [7:26](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=446s) appearance slightly. Next, let's go to [7:29](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=449s) Dreamina and try the SeaArt Dream model. [7:32](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=452s) This tool gives you about 120 free [7:34](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=454s) credits per day. Again, upload the [7:37](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=457s) image, paste the same prompt, and set [7:40](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=460s) the aspect ratio to 3:4. You can [7:43](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=463s) generate a few images. The overall [7:45](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=465s) results are quite consistent. [7:48](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=468s) Just pick the best one and download it. [7:50](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=470s) Then let's move on to Craiyon and try [7:52](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=472s) the Flux model. This tool gives you [7:55](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=475s) around 50 free credits per day. Same [7:58](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=478s) steps, upload the image, paste the [8:00](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=480s) prompt, choose the Flux model, and set [8:03](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=483s) the ratio to 3:4. I generated a few [8:06](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=486s) images here, and you can see the [8:08](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=488s) differences in facial appearance are [8:10](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=490s) quite large. [8:12](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=492s) Just pick the best one. Finally, let's [8:14](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=494s) try Grok. The process is exactly the [8:17](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=497s) same. [8:19](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=499s) Now, let's put all the results together [8:21](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=501s) and compare them with the original [8:23](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=503s) image. [8:24](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=504s) The second image was generated using the [8:26](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=506s) first method. Overall, the clarity has [8:29](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=509s) improved. So, let's take a closer look [8:31](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=511s) at the details. Which one do you think [8:33](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=513s) looks the best? [8:39](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=519s) One last note. Nano Banana 2 can usually [8:42](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=522s) generate around 20 images for free in [8:45](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=525s) Gemini, but if you use it in flow, it [8:47](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=527s) can be used for free without limits. [8:50](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=530s) I'll put all the tools and prompts used [8:52](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=532s) in this video in the description below. [8:54](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=534s) If you have any questions, or if you've [8:57](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=537s) found a better method, feel free to [8:59](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=539s) leave a comment. And don't forget to [9:01](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=541s) like and subscribe. I'll be sharing more [9:03](https://www.youtube.com/watch?v=lMKLVDKFxEU&t=543s) practical AI tips soon.