2D Animations like Tom And Jerry With Ai

Ammar Manzar

How to Create 2D Cartoon Animation Videos With AI (Complete Step-by-Step Guide)

A few days ago, I was exploring YouTube and noticed something interesting. Simple cartoon videos with funny characters, small stories, and entertaining moments were getting a lot of attention. The animation was not always extremely complicated, but the storytelling and characters were keeping people engaged.

That made me curious: Can we create similar 2D cartoon animation videos using AI without learning professional animation software?

Tom And Jerry Fight

I started testing different AI tools and experimented with different workflows. At first, the results were not perfect. Characters changed between scenes, movements looked unnatural, and some videos felt disconnected. But after trying different methods, I found a much smoother process.

The good thing is that today you don’t need to draw every frame manually or spend years learning animation. AI can help you create the story, generate cartoon visuals, animate scenes, and prepare a complete video.

However, one thing is important to understand: AI is a tool, not a magic button. The quality of your final video depends on your planning, prompts, creativity, and editing.

In this guide, I will explain the complete workflow I use to create AI-powered 2D cartoon animation videos from start to finish.

What You Need Before Starting

Before creating your first animation video, you need a few basic tools.

The complete process can be done with mostly free or easily accessible AI tools.

You will need:

  • An AI chatbot for creating stories and prompts
  • An AI image generator for creating cartoon scenes
  • An AI video animation tool for adding movement
  • A video editor for combining clips and adding sound

Some tools that can help in this workflow include:

  • Grok AI or ChatGPT for story planning and prompt generation
  • Google ImageFX or similar AI image tools for cartoon images
  • Grok video features or Meta AI animation tools for converting images into videos
  • CapCut, DaVinci Resolve, or another editor for final editing

The tool name is not the most important thing. The important part is how you use them together.

Understanding the Complete Workflow

Before jumping into tools, understand the complete system.

The process is divided into different stages:

  1. Choose a cartoon story idea
  2. Generate multiple story titles
  3. Create a complete scene-by-scene story
  4. Generate detailed image prompts
  5. Generate motion prompts
  6. Create cartoon images
  7. Convert images into animated clips
  8. Edit everything into a final video

When I first started, I tried generating everything together. I asked AI to create a full video idea in one step, but the result was not consistent.

The characters changed, the scenes did not connect properly, and the animation quality was unpredictable.

Breaking the process into smaller steps gives much better results.

Step 1: Generate Cartoon Video Ideas and Titles

The first step is creating a strong story idea.

A good cartoon video does not start with animation. It starts with a good concept.

For example, a simple idea like:

  • a funny chase,
  • a character trying to solve a problem,
  • a silly competition,
  • a friendship story,
  • an unexpected adventure,

can become an entertaining cartoon episode.

Instead of manually thinking about dozens of ideas, you can use AI to generate different title options.

This is where your Master Prompt will be used. just Click on copy prompt button on right top the whole prompt will automatically copy then paste it.

Classic Vintage Cartoon Storyboard & Prompt Generation Framework

Role & Expertise

Act as a highly experienced director of vintage hand-drawn cartoon animation, an expert storyboard creator, and an advanced AI prompt designer. Your specialty is authentic 1940s–1960s theatrical cartoon productions inspired by the visual language and comedic style of classic Tom & Jerry-era animation.

Your responsibility is to follow the production pipeline below exactly as written.

Do not change the order of the workflow.
Do not skip any phase.
Do not produce content from future phases before it is requested.


# Production Workflow

## Phase 1Automatic Episode Title Creation

Immediately after receiving this master instruction:

Create exactly **15** original episode titles.

Requirements:

* Every title must be unique.
* Keep each title concise.
* Make them emotionally engaging.
* Give them the feeling of a classic vintage cartoon episode.
* Include elements such as rivalry, comedy, friendship, mystery, chaos, surprise, or adventure.

Output requirements:

* Return only the numbered list of 15 titles.
* Do not generate a story.
* Do not generate scenes.
* Do not ask the user any questions.

Stop after listing the titles.


## Phase 2User Selection

Wait until the user chooses one title.

Do nothing else until a selection has been made.

Once a title is selected, automatically proceed to Phase 3.


## Phase 3Storyboard Scene Writing

Using the selected title, write exactly **60 storyboard scenes**.

For every scene:

* Label it as Scene 1, Scene 2, Scene 3, and so on.
* Each scene must contain more than two lines.
* Describe the actions taking place.
* Include character emotions.
* Show how the story naturally progresses from one scene to the next.
* Write only storyboard descriptions.

Do NOT include:

* Image prompts
* Motion prompts
* Camera directions
* Lighting descriptions
* Rendering instructions

After Scene 60, stop immediately.

Then write exactly this sentence and nothing else:

**"Do you want me to generate detailed image & motion prompts for these scenes?"**

Pause and wait for the user's response.



## Phase 4Prompt Creation

Only begin this phase if the user replies with something equivalent to:

* Yes
* Continue
* Generate prompts

Never begin this phase automatically.


### Prompt Batch Rule

Generate prompts for **only three scenes per response**.

Each selected scene must contain:

* A Detailed Image Prompt
* A Detailed Motion Prompt

After completing three scenes, stop and wait.


Image Prompt Specifications

Every image prompt must be:

* One continuous descriptive paragraph.
* At least ten complete lines long.

Every prompt must consistently include:

* Authentic 1940s–1960s hand-drawn cartoon appearance.
* Traditional 2D animation only.
* Thick black outlines throughout the artwork (mention this multiple times).
* Flat, solid color fills.
* Watercolor-painted backgrounds.
* Correct vintage cartoon character proportions.
* Highly expressive exaggerated facial expressions.
* Visual storytelling that matches the scene.
* Environment details.
* Mood and atmosphere.
* Historical authenticity.

Never include:

* 3D artwork
* Photorealism
* CGI
* Pixar-style rendering
* Disney modern rendering
* DreamWorks style
* Modern digital realism


Motion Prompt Specifications

Each motion prompt must be written as one detailed paragraph.

Describe in depth:

* Character movement.
* Cartoon physics.
* Squash and stretch.
* Elastic body motion.
* Slapstick comedic timing.
* Classic hand-drawn animation rhythm.
* How every action naturally transitions into the next.
* Energy and pacing appropriate for vintage theatrical cartoons.

Avoid excessive technical camera terminology.

Do not describe modern animation techniques.


Batch Completion Rule

After prompts for three scenes have been completed, write exactly this sentence:

"Say 'continue' to generate prompts for the next 3 scenes."

Stop immediately.

Wait for the user's next message.

Repeat this same cycle until prompts for all 60 scenes have been generated.


Permanent Visual Style Requirements

Maintain these artistic characteristics in every applicable output:

* Classic 1940s–1960s cartoon style
* Traditional hand-drawn animation
* Pure 2D artwork
* Thick black outlines
* Flat color palette
* Watercolor-painted backgrounds
* Exaggerated expressive cartoon acting


Prohibited Styles

Never introduce any of the following:

* 3D animation
* Realistic textures
* Photorealistic rendering
* CGI visuals
* Pixar aesthetics
* Modern Disney appearance
* DreamWorks style
* Contemporary lighting techniques


Operating Rules

Always follow the workflow in the exact order provided.

Never skip a phase.

Never produce image or motion prompts before they are requested.

Always stop whenever the workflow instructs you to pause.

Only continue after receiving the required confirmation from the user.

After pasting your prompt on any Ai tool, the AI tool will generate different story ideas/titles according to your instructions.

Take your time choosing a title. The title decides the direction of your entire video.

A small mistake here can affect the complete story later.

Jerry Fight with tom

Step 2: Create the Complete Story Scene by Scene

After selecting your favorite title, the next step is creating a complete storyboard.

A storyboard simply means dividing your story into small scenes.

For example:

Scene 1:
The character enters the kitchen and notices something unusual.

Scene 2:
The character follows a mysterious sound.

Scene 3:
A funny situation starts between the characters.

This approach makes animation much easier because every scene has a clear purpose.

For a 5-minute cartoon video, around 60 scenes can work well because each scene can become a short animated clip.

Longer videos can also be created by increasing the number of scenes.

At this stage, focus only on the story.

Do not rush into image generation yet.

A strong story will automatically make your animation better.

Step 3: Generate Image and Motion Prompts

Once the storyboard is ready, you need two important things:

1. Image Prompt

This tells AI what the scene should look like.

It describes:

  • characters,
  • environment,
  • emotions,
  • actions,
  • cartoon style,
  • important details.

2. Motion Prompt

This explains how the scene should move.

It tells the animation AI:

  • what action should happen,
  • how characters should move,
  • what expressions they should show.

This step is extremely important because a good image alone does not create a good video.

A beautiful cartoon image can still look boring if the movement instructions are weak.

Your prompt system will handle this process.

When AI asks you to continue generating prompts, continue step-by-step instead of requesting everything together.

Generating smaller batches usually gives better consistency.

Step 4: Create Cartoon Images From Your Prompts

Now your image prompts are ready.

The next step is converting those descriptions into actual cartoon images.

You can use AI image generators for this.

A simple workflow:

  1. Copy one scene’s image prompt.
  2. Open your image generation tool.
  3. Paste the prompt.
  4. Select a video-friendly ratio like 16:9.
  5. Generate multiple options.
  6. Choose the best one.

I recommend generating more than one image because sometimes the first result is not the best.

When selecting images, check:

  • Is the character appearance consistent?
  • Does the style match previous scenes?
  • Are the expressions clear?
  • Does the scene tell the story visually?

One mistake many beginners make is selecting random good-looking images.

A single beautiful image is not enough.

All scenes should feel like they belong to the same cartoon world.

Step 5: Convert Images Into Animated Videos

After creating images, the next stage is animation.

Now you will turn your static pictures into moving clips.

The process is simple:

  1. Upload your cartoon image.
  2. Add your motion prompt.
  3. Generate the video.
  4. Review the result.
  5. Download the clip.

You can test different AI video tools because each one produces slightly different results.

Sometimes one tool creates smoother movement, while another creates better expressions.

During my testing, I noticed that shorter and clearer motion instructions often perform better.

If you overload the prompt with too many instructions, AI can sometimes create strange movements.

Step 6: Check and Improve Your AI Videos

After generating clips, do not immediately combine everything.

Watch each scene carefully.

Look for problems like:

  • character changing appearance,
  • extra objects appearing,
  • unnatural movement,
  • missing details,
  • scenes not matching each other.

If something looks wrong, regenerate that scene.

AI generation often requires a few attempts.

This is normal.

Even professional creators test multiple versions before choosing the final clip.

Step 7: Edit Your Final Cartoon Video

After creating all your animated clips, the final editing stage begins.

This is where your video starts feeling complete.

Import all clips into an editor.

Arrange them according to your story order.

Then add:

  • background music,
  • cartoon sound effects,
  • transitions,
  • subtitles if needed,
  • final adjustments.

For cartoon videos, sound effects are very important.

A funny action scene becomes much better with proper sounds.

For example:

  • running sounds,
  • surprise effects,
  • funny impacts,
  • background atmosphere.

You can use free music and sound libraries available online.

Common Mistakes Beginners Should Avoid

1. Creating Scenes Without Planning

Many people start generating images immediately.

This creates problems later because the story becomes confusing.

Always create the story structure first.

2. Changing Character Style Between Scenes

If one scene has a different-looking character, viewers notice it quickly.

Keep your character descriptions consistent.

3. Using Low-Quality Images

Low-resolution images create poor-quality videos.

Always generate the highest quality images available.

4. Ignoring Editing

AI-generated clips alone usually do not feel like a complete video.

Editing, sound, and timing make a huge difference.

5. Expecting Instant Perfect Results

AI tools are improving quickly, but mistakes still happen.

The best results come from testing, improving prompts, and making small adjustments.

Final Thoughts

Creating 2D cartoon animation videos with AI is much easier today compared to traditional animation methods.

You can now create stories, characters, images, and animated scenes with tools that were not available a few years ago.

But the biggest difference comes from your creative process.

A good story, consistent characters, detailed prompts, and proper editing will always produce better results than simply pressing a generate button.

If you follow the workflow step-by-step, experiment with different ideas, and improve with every video, you can create much more professional-looking AI cartoon content even as a beginner.

 

About the Ammar Manzar

I'm Ammar Manzar software engineer, founder of CubeCod Technologies, and someone who has spent 5+ years building websites, freelancing, and learning digital business the hard way. I only write about what I have personally built, tested, or used. Nothing else.

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