An image speaks 1,000,000 phrases! We come throughout numerous photos every single day whereas scrolling by way of social media or looking the online. A few of them make us suppose, some make us snort, and a few mesmerize us, making us marvel what’s the story behind them. Massive language fashions (LLMs) can assist us higher perceive photos, explaining their visible setting, context, and that means. With regards to picture evaluation, Llama 3.2 90B Imaginative and prescient and GPT-4o are two highly effective LLMs with the potential to know and analyze advanced visible data, delivering extremely correct outputs. On this weblog, we’ll examine the outputs of Llama 3.2 90B vs GPT-4o to uncover which one comes out on prime.
Picture Evaluation with Llama 3.2 90B vs GPT 4o
Get able to discover an thrilling head-to-head comparability of the Llama 3.2 90B vs GPT-4o fashions throughout numerous picture varieties. From the uncooked great thing about wildlife images to the intricate particulars of technical diagrams, we’ll see how these fashions interpret and analyze visuals.
We shall be particularly analyzing outputs of those fashions on these 10 picture classes:
- Wildlife Images
- Medical Pictures
- Pure Panorama
- Technical Diagram
- Pure Phenomenon
- Meals Images
- Infographics
- Sports activities Images
- Cartoons
- Architectural Designs
Let’s start with Wildlife Images and uncover how these fashions interpret the sweetness and dynamics of the animal kingdom.
1. Wildlife Images

Utilizing the above picture, let me present you easy methods to present a immediate for picture evaluation in Llama 3.2 90B and GPT-4.0. Let’s begin with Llama 3.2 90B
Picture Evaluation Utilizing Llama 3.2 90B
1. Go to https://construct.nvidia.com/meta/llama-3.2-90b-vision-instruct. You’ll be able to entry it straight for picture evaluation, with out having to log in.

2. On the backside left, you will notice an choice to add photos. Right here, you may add your picture in .png, .jpg, or .jpeg format.
3. Enter the immediate within the ‘Kind textual content right here’ part of the identical field.

Now, for our instance, we are going to use the next immediate:
“Describe the animal within the picture, together with particulars about its posture, motion, and expressions. Additionally, spotlight the surroundings depicted within the picture.”

- After typing in your immediate, merely click on on Ship and watch for the response.
You will note the response within the top-left field on the display.
Now let’s strive the identical immediate on GPT 4o.
Picture Evaluation Utilizing GPT 4o
- Go to https://openai.com/index/chatgpt/.
- Choose strive ChatGPT and log in utilizing your Gmail account. You’ll obtain 10 free questions for ChatGPT4o every single day.
- Click on on the paperclip icon and fasten the identical wildlife picture.
- Kind in the identical immediate used earlier in Llama 3.2 90B and click on on Upward arrow.

You’re going to get the next response.
Additionally Learn: 3 Methods to Use GPT 4o Like a Professional with Canvas
Now let’s examine the responses we bought from each these fashions.
Llama 3.2 90B | GPT 4o |
“The picture depicts a tiger strolling on a dust path in a wooded space.
The tiger is strolling in direction of the digicam, its head turned to the left. It has orange fur with black stripes, and its physique is going through the left facet of the picture. The tiger’s posture means that it’s alert and conscious of its environment. Its motion seems sluggish and deliberate as whether it is stalking its prey or navigating by way of the forest. The surroundings depicted within the picture is a wooded space with a dust path working by way of it. The trail is surrounded by timber and greenery, creating a way of seclusion and isolation. Within the background, there are a number of timber and rocks seen, which add to the pure and rustic environment of the picture. Total, the picture presents a serene and peaceable scene, with the tiger being the principle focus of consideration. The environment create a way of concord between the animal and its surroundings, highlighting the sweetness and majesty of nature.” |
“The animal within the picture is a tiger, identifiable by its distinctive orange coat with black stripes and white underside. Description: Posture and Motion: The tiger is standing on all 4 legs and seems to be in mid-stride, with its physique barely angled and its tail curved upward. This implies it’s actively strolling or getting ready to maneuver additional. Expression: The tiger’s facial features is calm but centered, with its eyes partially closed, presumably as a consequence of daylight or a second of reflection. Surroundings: The setting is a naturalistic outside space with patches of inexperienced grass, soil, and rocks. There are scattered timber and shrubs within the background, offering a semi-wild, forest-like atmosphere. The lighting is vibrant, indicating it is perhaps daytime, with daylight casting shadows across the tiger.” |
Comparative Evaluation
Llama 3.2 affords a broad understanding of the picture, specializing in the concord between the tiger and its surroundings with a factual storytelling method. In distinction, GPT-4.0 excels in capturing particular micro-details, such because the tiger’s tail place, facial features, and the interaction of lighting, leading to extra participating and well-structured responses aligned with the immediate. I would like GPT 4o’s output on this case.
Now let’s analyze another varieties of photos. With every picture, we shall be evaluating the responses of each fashions.
2. Medical Pictures

Immediate: What harm does this medical picture depict, and the way can or not it’s recognized?
Llama 3.2 90B | GPT 4o |
“Step 1: Determine the kind of medical picture That is an X-ray of the lumbar backbone, displaying the vertebrae within the decrease again. Step 2: Determine the harm The X-ray exhibits a fracture of the L1 vertebra, which is positioned within the decrease again. The fracture is a compression fracture, which signifies that the vertebra has been compressed and is not its regular top. Step 3: Diagnose the harm The prognosis of this harm is a compression fracture of the L1 vertebra. This kind of fracture is often brought on by osteoporosis, which is a situation that weakens the bones and makes them extra inclined to fractures. Step 4: Conclusion The medical picture depicts a compression fracture of the L1 vertebra, which is a standard harm in folks with osteoporosis. The prognosis of this harm will be made utilizing an X-ray, which exhibits the fracture and the compression of the vertebra. Reply: Compression fracture of the L1 vertebra.” |
“The medical picture exhibits X-rays of the lumbar backbone, doubtless indicating an harm or abnormality within the vertebral column.
Doable Accidents Depicted: Spinal Fractures: Prognosis: Medical Evaluation: Would you want an in depth clarification of a particular harm or situation seen in such X-rays?” |
Comparative Evaluation
Llama 3.2 90B focuses on precision, clearly figuring out the harm and its trigger. Its response is right for readers in search of concise and direct solutions. In distinction, GPT-4.0 affords an attractive and conversational response with a broader narrative model. It explores a number of prospects and diagnostic strategies, making it complete however much less exact. GPT-4.0’s method fits those that need detailed insights and contextual explanations. For this picture, I would like the response of Llama 3.2 90B.
3. Pure Panorama

Immediate: Describe the panorama picture, specializing in the terrain, climate, and time of day or evening. Spotlight the interaction of colours and lighting to carry the scene to life.
Llama 3.2 90B | GPT 4o |
“The picture includes a sun-drenched mountain vary adorned with vibrant inexperienced grass and timber. The clear blue sky is dotted with just a few wispy clouds, whereas the meadow boasts sprawling yellow and inexperienced grassland and virtually countless timber. A number of small picket buildings are scattered in entrance of the mountains. The solar seems to be at its highest level for the day. The sky and mountain ranges mix seamlessly into a shocking backdrop. The picture seems to be a high-quality picture relatively than a portray.” | “The panorama within the picture showcases a wide ranging alpine setting with a wealthy interaction of pure parts, vibrant colours, and serene lighting.
Terrain: The foreground includes a lush, rolling meadow dotted with scattered picket cottages, hinting at a peaceable, rural surroundings. Climate and Time of Day: The climate seems to be clear and sunny, with a vibrant blue sky punctuated by just a few gentle, white clouds. This implies a heat summer season day, excellent for outside exploration. The daylight bathes the panorama, highlighting the greenery and casting mild shadows that add dimension and texture to the scene. The lighting implies it’s mid-morning or early afternoon when the solar is excessive however in a roundabout way overhead. Interaction of Colours: The vivid greens of the meadows and forests create a harmonious base, mixing naturally with the muted browns and greys of the mountain rocks. Lighting: The daylight enhances the colours of the scene, making the greens extra vibrant and the mountains’ textures extra pronounced. This idyllic alpine panorama completely balances tranquility and grandeur with its vivid colours, crisp lighting, and harmonious mix of pure and man-made parts. It evokes a way of peace and marvel, inviting the viewer to immerse themselves in its magnificence.” |
Comparative Evaluation
GPT-4.0 showcases a stronger contextual understanding by capturing intricate particulars comparable to terrain, lighting, climate, and the interaction of colours between parts, providing a richer depiction of the scene. It additionally excels in creativity. In distinction, Llama 3.2 focuses extra on the first elements, missing the vividness that makes descriptions participating. I would like the response of GPT4 o right here.
4. Technical Diagrams

Immediate: Clarify this circuit diagram and establish all of the symbols of {the electrical} elements used.
Llama 3.2 90B | GPT 4o |
“Circuit Diagram Clarification
The accompanying circuit diagram illustrates a elementary electrical setup, comprising an influence supply, a swap, and a load. The diagram exhibits: A DC energy supply, denoted by the (+) and (-) symbols, which generates an electrical potential distinction to drive the circuit. Electrical Part Symbols DC Energy Supply: (+) and (-) What to Be aware Essential details about a circuit contains the path of the present, the kind of present (AC or DC), and the potential distinction (voltage) generated by the ability supply. The diagram additionally contains symbols for an ammeter, measuring present, and a floor, indicating the place the circuit is earthed. This diagram and accompanying symbols present a transparent and concise illustration of a easy electrical circuit, straddling elementary electrical ideas comparable to potential distinction, present stream, and circuit elements.” |
“The circuit diagram proven represents a easy closed electrical circuit. Under is a proof of the circuit and the identification of {the electrical} elements:
Clarification of the Circuit Present Movement: The circuit demonstrates the stream of electrical present (denoted as III) by way of the elements in a loop. Key/Change: The image “Okay” represents a swap that may open or shut the circuit. On this diagram, it seems to be closed, permitting present to stream. Path of Present: The arrows within the diagram point out the path of typical present stream (from constructive to unfavourable terminal of the battery). Identification of Electrical Elements Battery (Image: +H−+H-+H−): Abstract It is a primary electrical circuit the place the present flows from the battery by way of the resistor and ammeter, with the stream managed by the swap. It’s a elementary illustration of how electrical elements are linked and work collectively in a circuit.” |
Comparative Evaluation
Neither of the fashions has recognized the bulb image ( digital element proven in circuit diagram). Llama 3.2 90B explains ideas intimately however struggles to precisely establish some digital elements, such because the swap, battery, and cargo. In distinction, GPT-4o recognises many of the elements aside from the bulb. It delivers clearer and extra correct responses making it my selection for this picture.
5. Pure Phenomenon

Immediate: What pure phenomenon is depicted on this picture, and what are the elements that trigger it?
Llama 3.2 90B | GPT 4o |
“The picture depicts the aurora borealis, also called the northern lights, which is a pure phenomenon that happens when charged particles from the solar work together with the Earth’s magnetic subject and environment. The elements that trigger the aurora borealis embody:
Photo voltaic winds: The solar emits photo voltaic winds, that are streams of charged particles that journey by way of house. The mix of those elements ends in the spectacular show of the aurora borealis, which will be seen within the polar areas of the Northern Hemisphere.” |
“The picture depicts the Aurora Borealis, generally referred to as the Northern Lights, a shocking pure phenomenon.
What Causes the Aurora Borealis? Photo voltaic Wind: The phenomenon begins with the solar emitting charged particles (photo voltaic wind) throughout photo voltaic flares or coronal mass ejections. Why is it Particular? The interaction of colours, patterns, and movement creates an ethereal show that varies relying on photo voltaic exercise, geographic location, and atmospheric circumstances. This makes auroras a wide ranging spectacle and a bucket-list expertise for a lot of.” |
Comparative Evaluation
Llama 3.2 90B focuses extra on scientific elements (e.g., density and emission) and is best suited to technical or educational audiences. Its response supplies robust technical depth however lacks an in depth visible focus. However, GPT-4.0 delivers a extra descriptive and interesting clarification, portray a vivid image of the aurora’s magnificence whereas explaining the explanations behind the totally different colours within the Aurora Borealis. GPT-4.0 strikes a steadiness by emphasizing each scientific accuracy and visible attraction.I would like the response of Llama 3.2 90B due to this scientific readability.
6. Meals Images

Immediate: Determine the meals within the picture and listing its major components. Present step-by-step directions for getting ready it, together with particulars about strategies, ingredient measurements, and tricks to improve its taste and presentation. Guarantee the reason is evident, participating, and highlights what makes the dish particular.
Llama 3.2 90B | GPT 4o |
“Pancakes with Strawberries and Caramel Sauce
Description Substances 1 cup all-purpose flour Directions Whisk collectively flour, sugar, baking powder, and salt. Ideas Use recent strawberries for one of the best taste and texture. |
“The dish within the picture is a stack of pancakes topped with caramel sauce, recent strawberries, nuts, powdered sugar, and a sprig of mint, served alongside whipped cream. Pancakes are a basic breakfast or brunch deal with, liked for his or her fluffy texture and flexibility.
Important Substances: For the Pancakes: 1 cup (120g) all-purpose flour For Toppings: Contemporary strawberries (sliced) Preparation Directions: Step 1: Put together the Batter Combine Dry Substances: In a big bowl, whisk collectively the flour, sugar, baking powder, baking soda, and salt. Step 2: Cook dinner the Pancakes Warmth a non-stick skillet or griddle over medium warmth. Step 3: Put together the Toppings Heat the caramel sauce barely to make it pourable. Step 4: Assemble and Serve Stack the pancakes on a plate (round 3-5 per stack). Ideas for Enhanced Taste and Presentation: Buttermilk Substitute: Change common milk with buttermilk for further fluffy pancakes and a delicate tang. This dish stands out for its steadiness of heat, fluffy pancakes and the candy, nutty, and fruity toppings, making it a visually gorgeous and scrumptious deal with!” |
Comparative Evaluation
Llama 3.2 focuses on sensible recipe creation and preparation steering, making it best for readers who need easy directions to recreate the dish. In distinction, GPT-4o goes past performance, providing visually wealthy descriptions that spotlight the dish’s aesthetic and culinary artistry, making a extra participating and immersive expertise for readers. Moreover, GPT-4.0 supplies separate, detailed directions for every element of the dish, enabling better customization and adaptability. So, i might take up the response of GPT 4o.
7. Infographics
For this instance, I’m utilizing Canadian Pure Sources Ltd.’s inventory knowledge from the previous yr. I’ve sourced it from Google Finance, an internet site hosted by Google that gives real-time monetary knowledge.

Immediate: Clarify the corporate’s inventory graph for a newbie, highlighting key tendencies, patterns, and vital worth adjustments, and supply insights for potential buyers.
Llama 3.2 90B | GPT 4o |
“The inventory graph for Canadian Pure Sources Ltd. exhibits a major improve within the inventory worth over the previous yr, with some fluctuations. Right here’s a breakdown of the important thing tendencies, patterns, and vital worth adjustments: Total Development: The inventory worth has elevated by roughly 33% over the previous yr, indicating a robust upward development. Key Patterns: Uptrend: The inventory worth has been constantly growing over the previous yr, with some minor corrections. Volatility: The inventory worth has skilled some volatility, with vital worth swings in each instructions. Assist and Resistance: The inventory worth has fashioned a robust assist stage round $30 and a resistance stage round $35. Vital Worth Adjustments: Latest Rally: The inventory worth has skilled a major rally over the previous few months, with a acquire of over 10%. Correction: The inventory worth skilled a correction in the midst of the yr, with a decline of round 5%. Breakout: The inventory worth broke out above the resistance stage of $35 within the latest rally, indicating a possible continuation of the uptrend. Insights for Potential Buyers: Robust Fundamentals: The corporate’s robust monetary efficiency and growing demand for its merchandise recommend a constructive outlook for the inventory. Volatility: The inventory’s volatility might make it appropriate for buyers who’re comfy with taking over extra danger. Assist and Resistance: The robust assist and resistance ranges might present alternatives for buyers to purchase or promote the inventory at favorable costs. Total, the inventory graph for Canadian Pure Sources Ltd. suggests a robust upward development with some volatility. Potential buyers ought to take into account the corporate’s fundamentals, volatility, and assist and resistance ranges when making funding selections.” |
“Evaluation of the Inventory Graph (Canadian Pure Sources Ltd):
1. Key Developments and Patterns: Present Inventory Worth: The inventory closed at $33.78, displaying a rise of 0.33% (+$0.11) from the earlier shut of $33.67. 2. Vital Worth Adjustments: Morning Motion: After the market opened, the inventory confirmed preliminary volatility, with some fast upward spikes adopted by temporary declines. 3. Insights for Potential Buyers: Consistency: The general worth motion suggests a comparatively secure inventory with low volatility, making it doubtlessly interesting to risk-averse buyers. Would you want a deeper evaluation of this firm’s historic tendencies or broader market indicators?” |
Comparative Evaluation
This chart is an intra-day chart for the inventory worth of Canadian Pure Sources. Llama 3.2 90B fails to focus simply on the picture and as a substitute provides us inventory evaluation for the previous years. In distinction, GPT-4o supplies exact day-specific evaluation together with actionable insights for each short-term and long-term buyers, making it best for rookies or informal buyers. Subsequently, I would like GPT 4o.
8. Sports activities Images

Immediate: Determine the game depicted within the picture. Identify 5 common worldwide gamers of this sport and the nations they characterize
Llama 3.2 90B | GPT 4o |
“The game depicted within the picture is soccer. The next are 5 common worldwide soccer gamers together with the nations they characterize:
Lionel Messi – Argentina |
“The game depicted within the picture is soccer (soccer).
5 Standard Worldwide Soccer Gamers and Their International locations: |
Comparative Evaluation
Each Llama 3.2 90B and GPT 4o present a really related evaluation on this case. Each of them are in a position to establish the game’s title and listing down the favored worldwide gamers. One title differs within the output however that may be subjective. I’ll name it a draw as is usually the case with soccer.
9. Cartoons

Immediate: Determine the character within the picture and listing its motion pictures with their launch years.
Llama 3.2 90B | GPT 4o |
“The character is Bob, a Minion from the Despicable Me franchise. The movies that embody the Minion characters are:
Despicable Me (2010) |
“The characters within the picture are Minions, the long-lasting yellow creatures from the Despicable Me franchise.
Motion pictures That includes Minions and Their Launch Years: Would you want extra details about these motion pictures?” |
Comparative Evaluation
Llama 3.2 90B performs higher in specificity (naming “Bob”) making it extra exact for identification however didn’t acknowledge the opposite two characters within the picture. However, GPT 4o provides a broader notion (mentions minions as a bunch) and provides creativity by way of a conversational tone and descriptive language. Since Llama 3.2 90B was capable of finding one character, I’d go along with it.
10. Architectural Designs

Immediate: Describe the architectural model depicted within the picture. Point out key options, supplies, and design parts that outline it.
Llama 3.2 90B | GPT 4o |
“The architectural model depicted within the picture is Islamic structure, particularly Ottoman structure. The important thing options of this model embody:
Domed ceilings: The picture exhibits a big dome with intricate designs and patterns, which is a attribute characteristic of Islamic structure. By way of supplies, Islamic structure typically employs: Design parts that outline Islamic structure embody: Total, the picture depicts a lovely instance of Islamic structure, particularly Ottoman structure, with its attribute domed ceilings, arches, minarets, calligraphy, geometric patterns, and tile work.” |
“The architectural model depicted within the picture is Islamic structure, characterised by its intricate and ornate design parts, religious atmosphere, and a spotlight to symmetry and geometry. Under is an in depth description of its key options, supplies, and design parts:
Key Options: 1. Geometric Patterns and Symmetry: 2. Arches and Home windows: 3. Dome Design: 4. Calligraphy: 5. Shade Palette: 6. Flooring and Carpeting: Supplies: Stained Glass: Used within the home windows to create colourful reflections and improve the atmosphere. Design Components: Religious Geometry: Reflecting divine order and infinite complexity. This design epitomizes the great thing about Islamic structure, mixing performance, artistry, and religious symbolism to create an awe-inspiring house.” |
Comparative Evaluation
Llama 3.2 90B exactly identifies the architectural model as Ottoman, whereas GPT-4.0 generalizes it as Islamic structure. Llama demonstrates a deeper understanding of particular parts, specializing in key options, supplies, and design particulars, making it best for readers in search of a simple and correct clarification. However, GPT-4.0 supplies an attractive and holistic description, mixing factual particulars with insights into the religious and inventive significance of the options. This comparability highlights Llama’s precision in technical identification versus GPT’s capability to supply a broader contextual and interpretive narrative. I would like Llama 3.2 90B for this picture.
Remaining Rating
Llama 3.2 90B : 4
GPT 4o: 5
Draw : 1
Conclusion
Each Llama 3.2 90B and GPT-4o excel in distinct areas of picture evaluation. Llama 3.2 focuses on precision and performance, providing factual and easy descriptions best for technical or educational contexts (Exception: Circuit diagram). It supplies robust technical depth however lacks artistic engagement. In distinction, GPT-4o excels in visually wealthy and imaginative descriptions. Whereas Llama 3.2 90B fits readers in search of readability and concise explanations, GPT-4o engages a broader viewers with its conversational tone. Collectively, these fashions cater to numerous wants, showcasing the flexibility of AI in picture evaluation and interpretation.
Steadily Requested Questions
A. Llama 3.2 90B imaginative and prescient mannequin is an open-source mannequin. With its 90 billion parameters, it excels in duties comparable to picture understanding, visible reasoning, and image-text retrieval, positioning it as a robust various to GPT-4o, whose precise parameter rely stays unknown.
A. The utmost enter picture dimension is 20 MB in GPT-4. The Llama 3.2 90B Imaginative and prescient mannequin helps high-resolution picture inputs as much as 1120×1120 pixels.
A. Llama 3.2 90B’s distinctive structure integrates textual content and picture processing, enabling superior visible reasoning and image-text retrieval. It has 90 billion parameters, a imaginative and prescient encoder for high-resolution photos, and helps as much as 128,000 tokens.
A. GPT-4 helps PNG (.png), JPEG (.jpeg and .jpg), and non-animated GIF (.gif), whereas Llama 3.2 90B Imaginative and prescient solely helps png, .jpg, or .jpeg format.
A. Llama 3.2 90B and GPT-4o supply exact, step-by-step explanations for figuring out medical circumstances. Nevertheless, they might sometimes produce hallucinated outputs, so human analysis is crucial.