Gemini 2.5 Picture (Nano Banana) Beats All Picture Editors!

I haven’t been too lively in utilizing AI to generate photos. Principally as a result of not one of the AI instruments to this point are capable of ship the extent of high quality I search in my photos. And so, the onus of producing photos for my blogs principally falls on my teammate and an distinctive graphic designer Armaan. Although for this explicit weblog, I gave Armaan a break. All because of Google’s new “Nano-Banana” aka Gemini 2.5 Flash Picture.

That’s what the newest picture era mannequin from the home of Gemini is known as. Greater than a picture era, the Gemini 2.5 Flash Picture or nano-banana comes as a picture enhancing mannequin. Why? The replace now means that you can mix a number of photos right into a single picture. At the very least that’s what it claims to do, as talked about in a Google weblog introducing the brand new Gemini image-gen mannequin.

If it does what it says and does it nicely, I personally know a dozen AI fans who might be past excited to present it a attempt. In case you’re one such aficionado of AI picture era, right here is all it’s worthwhile to know in regards to the new Gemini 2.5 Flash Picture, together with a hands-on experiment I attempted on it.

What’s Gemini 2.5 Flash Picture?

In a nutshell, Gemini 2.5 Flash Picture is a brand new picture era and enhancing mannequin by Google. It comes as an replace to the a lot hailed Gemini 2.0 Flash Picture picture era mannequin, making it sooner and higher, with added image-editing options.

For context, the brand new Gemini 2.5 Flash Picture can mix a number of photos into one, keep character consistency, and make focused transformations in a picture. As Google places it, the mannequin makes use of Gemini’s “world information to generate and edit photos.”

Allow us to discover these options in a bit extra element.

Gemini 2.5 Flash Picture Options

Preserve character consistency

Nearly anybody who has used AI to generate photos will relate to this. Particular person picture prompts normally serve you nicely. However as quickly as you need a explicit ingredient proven as it’s throughout a set of photos, virtually all recognized AI fashions falter.

Google claims to have labored on that, with the brand new Gemini 2.5 Flash Picture. Here’s what it says for the nano-banana’s functionality on this regard:

“Now you can place the identical character into totally different environments, showcase a single product from a number of angles in new settings, or generate constant model property, all whereas preserving the topic.”

Has it nailed it? Discover out shortly in my hands-on experiment with the mannequin.

Immediate based mostly picture enhancing

That is very similar to “photoshopping” a specific ingredient in/ out of a picture, however by means of easy prompts. Gemini 2.5 Flash Picture can “blur the background of a picture, take away a stain in a t-shirt, take away a whole particular person from a photograph,” and way more, as Google claims.

The exact native edits with pure language prompts make it a robust AI mannequin, offered it does it nicely. Don’t you are worried. We will it attempt it out in our hands-on quickly sufficient.

Multi-image fusion

This appears to be the brand new hot-new replace for the Gemini 2.5 Flash Picture. The nano-banana can “perceive and merge a number of enter photos” as per Google, which mainly means you possibly can fuse photos with a single immediate now. Put an individual who missed the occasion in a bunch photograph, place an object right into a scene, or every other use you possibly can consider. All with a easy immediate.

Fingers-on loading. Keep tuned!

Native world information

As I identified in my article – Why AI Lacks Frequent Sense, AI fashions lack a deep, semantic understanding of the actual world. Nearly the entire aesthetic-images they produce are a results of their coaching knowledge. Google claims to have bypassed this, as the brand new nano-banana mannequin “advantages from Gemini’s world information.”

With out sharing any additional info on how this was made potential, Google says that this potential unlocks new use-cases for the Gemini 2.5 Flash Picture mannequin. No worries, we are going to check it out for all its price quickly.

However earlier than that, right here is how one can entry the brand new Gemini Flash 2.5 Picture

Gemini Flash 2.5 Picture Accessibility

The brand new Google nano-banana or the Gemini Flash 2.5 Picture is offered proper now by way of the Gemini app or web site for particular person customers.

For Particular person Customers

You’ll be able to merely obtain the app in your cellphone, or go to gemini.google.com and entry the mannequin by deciding on 2.5 Flash on the prime and clicking on “Create Photographs” underneath the Instruments part.

For Builders

Builders can entry the identical by means of Gemini API and Google AI Studio, whereas enterprise purchasers can entry the software by means of Vertex AI.

For entry by means of API, observe these steps:

1. Set up Required Libraries

Set up the newest model of the Google Generative AI SDK utilizing pip, and guarantee you could have PIL (Pillow) put in for picture processing:

pip set up google-generativeai pillow

This command will import all required libraries at the beginning of your script for clean execution.

2. Authenticate Your API Entry

Arrange authentication by exporting your API key (if required) as an atmosphere variable or authenticating by way of cloud id suppliers, so the genai SDK can entry Google’s Generative AI endpoints:

import os
os.environ["GOOGLE_API_KEY"] = ""

Ensure that your API account is lively and has enough quota for requests.

3. Configure and Name the Mannequin

Initialize the shopper, set the mannequin to “gemini-2.5-flash-image-preview”, and move a related immediate utilizing the SDK’s content material era technique:

from google import genai
shopper = genai.Shopper()
immediate = "Create an image of a nano banana dish in a flowery restaurant with a Gemini theme"
response = shopper.fashions.generate_content(
mannequin="gemini-2.5-flash-image-preview",
contents=[prompt],
)

4. Parse and Save the Generated Picture

Iterate by means of the response to test for textual content and picture outputs, then save the generated picture utilizing PIL:

from PIL import Picture
from io import BytesIO
for half in response.candidates.content material.components:
if half.textual content is just not None:
print(half.textual content)
elif half.inline_data is just not None:
picture = Picture.open(BytesIO(half.inline_data.knowledge))
picture.save("generated_image.png")

For entry by means of Google AI Studio, merely use the “construct mode” on Google AI Studio right here. As soon as on the platform, you possibly can merely enter a immediate to design the sort of picture era/ enhancing app based mostly on Gemini 2.5 Flash Picture you need. Assume face-swap or clothe-swap.

Gemini Flash 2.5 Picture Fingers-on

Since AI picture era utilizing prompts is fairly easy, I made a decision to attempt the brand new Gemini Flash 2.5 Picture throughout its USPs, aside from, in fact, fundamental picture era. Try the outcomes for your self:

1. Producing new photos

Listed here are two photos I generated utilizing Gemini 2.5 Professional Flash. One in all a 25-year outdated boy from the hills of Himachal Pradesh, and one other of a Gaddi canine. Listed here are the prompts:

Immediate 1: give me a portrait picture of an indian boy, across the age of 25, hailing from Himachal Pradesh. The boy has dense, black hair and light-weight inexperienced eyes, and is carrying a brilliant cool stable White shirt

Immediate 2: give me a portrait picture of a pahadi gaddi canine, black in color with a thick fur and a much bigger dimension as in comparison with a daily road canine

Output:

Whereas the outcomes clearly appear AI-generated, I’d give 10/10 to nano-banana for the outcomes. That is merely due to the tremendous prime quality of photos, correct depictions of the immediate, and the truth that I by no means talked about within the immediate to make the pictures too lifelike.

2. Merging Photographs

For consistency, I performed round with these two photos for the remainder of checks. So I requested the mannequin to merge the 2 photos of the boy and the canine in a scenic background. Right here is the immediate:

Immediate: present the boy and the canine enjoying in an enormous open area in opposition to the backdrop of a river flowing in a valley and snow-capped mountains on the opposite facet of the river

Output:

It took a while for the AI mannequin to seek out its technique to the proper output. With the preliminary outcomes having a bit off proportions, there was a backward and forward of prompts and outcomes earlier than I discovered what I used to be in search of. However as soon as I did, boy was I impressed! All the things right down to the final element was as correct as I had talked about and as aesthetic as I might’ve requested for.

3. Picture Modifying

After picture era and merger, comes the enhancing half. To check these out, I first requested Gemini Flash 2.5 Picture so as to add a small hut within the picturesque scene. Right here is the immediate:

Immediate: on this picture, present a small shed close to the river at a distance

Output:

Flawless execution within the first attempt. It appears evident that Google has labored massively on the nano-banana, particularly within the areas the place it highlights it to excel.

4. Sustaining Character Consistency

Onto the hardest half for most AI fashions. Truthfully, I used to be fairly sceptical about this one USP. So naturally, I used to be additionally most excited to attempt it out. I requested the mannequin to vary all the setting within the image to that of a seashore. Right here is the immediate:

Immediate: present the boy and the canine working as they’re in a seashore as a substitute of the present setting. the boy is now carrying shorts and a vest, and has a tattoo throughout his left-arm

Output:

Nothing in need of spectacular, Gemini 2.5 Flash Picture managed to do a reasonably first rate job. Although it took repeated makes an attempt to reach at an aesthetic consequence, the brand new picture mannequin was capable of replicate the small print of the boy and the canine with virtually full accuracy. For those who look carefully, the slight distinction that you’ll discover might be that within the boy’s coiffure. Relaxation every part appears to be like virtually precisely just like me as within the earlier setting. I even tried the “tattoo on one-arm” thought to see how Gemini executes it. All I can say is Kudos to the mannequin for a job nicely accomplished!

5. Constructing Gemini 2.5 Flash Picture Powered App

To check Gemini 2.5 Flash Picture on an app for repeated picture era and enhancing, we used the next immediate on Google AI Studio’s “construct mode”

Immediate: Create a Strive on App, the place customers can add their footage and check out numerous garments to see how they appear in them.

Output: You’ll be able to try the try-on app we constructed right here.

Conclusion

With a single sequence of image-generation and enhancing on the brand new Gemini 2.5 Flash Picture, the updates and the improved capabilities are just about evident to me. What I’m particularly thrilled about is the brand new picture merging potential of the mannequin. I can foresee n-number of eventualities the place that may be useful for me personally. As for many different content material creators on the market, picture enhancing and character consistency on the brand new Gemini 2.5 Flash Picture will show to be a game-changer.

We steadily attempt our palms on such new AI fashions to check the boundaries of their capabilities. So, make certain to remain tuned to this area to be up to date with the newest on the planet of AI.