Before you begin
No previous experience required unless you choose a coding exercise. Use an account you are allowed to access; features vary by product and region.
What you will learn
- Distinguish image generation from computer vision.
- Recognize image versus video product families.
- Write a useful illustration brief.
- Check generated technical details.
Creation is different from recognition
Computer vision analyzes visual input: for example, finding a robot in a camera frame. Image generation creates a new visual output from a request or reference. Some systems support both, but recognizing a component does not guarantee drawing it accurately.
The checked ByteDance directory lists Seedream 5.0 Pro for images and Seedance 2.5 for video. Google’s directory lists Nano Banana image-generation and editing options separately from Veo video models. Product families and access conditions change; use the current official listing for exact model names.
Sources: ByteDance: Seedream 5.0 ProGoogle: Image and media model directory
Give the image a job
For a beginner article, an illustration might introduce a topic, show an imagined project or communicate a broad relationship. Decide which job it serves before generating it. If exact wiring or dimensions are essential, a verified diagram is usually more appropriate than a decorative generated image.
Describe the subject, audience, composition and exclusions. A simple brief for a sensor article might request three clearly separated objects on a plain background, with space for labels added afterward. Avoid asking for lots of tiny text that will be difficult to inspect.
Edit with a precise correction
After reviewing a first result, identify one visible problem: a cropped object, crowded spacing or an inaccurate connector. Tell the model what to change and what to preserve. Keep the original so that you can compare whether the edit damaged something that already worked.
When using a reference image, check your rights and remove private information. Do not generate an apparent endorsement by a real person or imply that a synthetic photograph documents a real classroom, experiment or completed product.
Technical accuracy has a separate checklist
Inspect component shapes, labels, polarity markings and connections. A generated board may combine features from different products or place pins in impossible locations. Use official diagrams for instructions readers must follow physically.
If you use an illustrative image, caption it honestly. Add important labels with normal text or a controlled diagram after checking them. Accessible alternative text should describe the image’s purpose, not repeat a long list of keywords. The best illustration is one that helps a reader understand without making an unsupported factual claim.
Try this prompt
This is a suggested exercise, not a tested guarantee of any model’s output.
Create a clearly illustrative, non-photographic introduction to beginner robotics: one original toy robot, one generic sensor and one laptop, separated on a plain background. Leave room for labels added later. No brand logos, no readable text, no detailed wiring and no claim that this is a real build.
Mini project & challenge
- Write the image’s teaching purpose in one sentence.
- Generate or sketch an illustration and list what it does not prove.
- Challenge: write concise alternative text and a caption that distinguishes illustration from evidence.
Common mistakes
- Using generated pinouts as wiring instructions.
- Confusing video models with image models.
- Judging correctness only by visual polish.
- Forgetting permission for reference material.
Check your understanding
- What does computer vision do?
- Which ByteDance family is listed for images?
- Can a realistic board illustration have wrong pins?
- What should alternative text communicate?
- What should supply wiring instructions?
- Why leave space for labels?
- What should an edit request preserve?
- What might a generated circuit board incorrectly combine?
- Does a synthetic classroom image document a real class?
- Why define the image’s job first?
Show answers
- It analyzes visual input.
- Seedream.
- Yes; visual plausibility does not establish accuracy.
- The image’s relevant meaning or purpose.
- Verified diagrams and documentation for the exact hardware.
- Labels can be added and checked separately using controlled text.
- The elements that already satisfy the brief.
- Features or pin layouts from different products.
- No; it should be labeled as an illustration.
- It helps decide whether the image adds useful understanding.
In short
Select an image model for the right job, give it a clear brief, and review meaning separately from appearance. Use verified diagrams whenever a reader must act on technical details.
Sources & review notes
Product information was checked on 2026-09-19. This is a selected beginner guide, not an exhaustive archive of every announcement. Recheck access, pricing and compatibility before publication. Supplied screenshots remain unreplicated claims.