HQ Drawing documents | Verify Accs KYC | Antiban 100% | PSD Templates

[Mustang Studio]

Case: Wise, Italy. Why “one document” leads straight to a block

▪ The client contacted us to pass verification with Wise (Italy).
The platform request was income verification.

▪ The client’s logic was typical: “I’ll upload one payslip – faster and easier.”
But Wise sees it differently.

› What the system actually requires:

→ payslips for the last 6 months
→ valid tax data (codice fiscale)
→ consistency of date of birth, region, and address
→ no discrepancies in file metadata

› What was found during the review:

→ incorrectly generated codice fiscale
→ code length did not meet the standard
→ the code failed validation checks
→ attempting to upload only one document increased the risk of a block

▪ Key point: with repeated submissions, Wise does not reset the attempt. It stores history, compares versions, and accumulates flags.

› What Mustang Service did:

→ insisted on uploading all 6 payslips, not just one
→ corrected and rebuilt the codice fiscale
→ aligned dates, region, address, and data logic
→ prepared documents according to Wise’s real requirements
→ eliminated repeat risks before submission

▪ Result:

→ documents accepted
→ verification successfully completed
→ transfer unblocked
→ client satisfied

▪ Conclusion: in KYC, “faster” almost always means worse. One unnecessary submission can cost you the account.

▪ Mustang Service – when the first submission must be the last.

▪ All data is published with the client’s consent and approval.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#cases #verification #documents #KYC #antifraud #wise #payslip

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

Mustang Service – Cringe Digest

▪ We promised a new format – here it is.
Once a week we’ll break down the dumbest fails, sloppy Photoshop, and weird cases from the world of images, documents, and fakes. No lectures. Just facts and cringe.

› News of the week:

→ The royal family posted a Christmas card.
But the internet spotted the issues faster than the press office.

→ Kate’s left arm looks anatomically impossible
→ it feels like the people were “stitched” from different shots
→ social media started talking about Photoshop and staging again

▪ Not the first time: last year a similar photo had to be pulled due to signs of editing.

▪ Simple takeaway:
Even “royal” Photoshop gets exposed when it’s done carelessly.

› Don’t want the same outcome – message us. We’ll build the file to look natural for the system and avoid red flags.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#redraw #photoshop #cringe #verification #documents

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

🎄🐎 Jingle Bells Are Almost Here

The year is coming to an end — and we’re launching a special offer for those who don’t like postponing critical tasks “until later”.

Until the end of the year, a **private pre-New Year bonus** is available for Mustang Service clients.
No loud numbers or empty promises — conditions are discussed individually in private messages.

▪ Why this matters right now:

→ platforms tighten checks in January
→ accumulated alerts and history are not “reset” after the holidays
→ urgent cases after New Year cost more and take longer

🎁 While this post is active — a private bonus is available
The bonus format depends on the task, complexity, and deadlines.

Please note: service pricing will increase after the New Year holidays.

⚠️ Important:
From **January 1 to January 7**, the service operates in limited mode.
During this period, we handle only priority cases and existing clients by prior agreement.

🐴 Mustang Service — when results matter more than holiday experiments.

✈️ Message us now — we’ll review your case before the holiday pause.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#rendering #verification #documents #KYC #editing

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

“I’ll fix it later” – the phrase that breaks KYC

▪ One of the most common mistakes we see:
“I’ll upload it as is. If needed, I’ll fix it later.”

For KYC systems, this is not a draft.
It is a starting point that stays in history.

› What happens next:

→ the first version is stored permanently
→ edits look like manipulation
→ timing starts working against you
→ attempt history accumulates flags
→ approval chances drop with every upload

▪ In the end, the case fails not because of document quality,
but because of the wrong action logic.

▪ Mustang Service works differently:
we analyze the case before the first submission, so it becomes the last one.

› Don’t upload “just to test”.
Message us – we’ll show where the risk is and how to remove it in advance.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #verification #kyc #antifraud #photoshop #case

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

Mustang Service Cringe Digest – Weekly Edition

▪ In the Netherlands, a fraudster was arrested who used deepfakes to open 46 bank accounts under other people’s names.

› How the scheme worked:

→ posted fake apartment rental listings
→ collected standard document packages from victims
→ used neural networks to “wear” the victim’s face
→ passed video verification
→ opened accounts and used them for fraud operations

⚠️ The most revealing part:
he was not exposed by KYC algorithms, but purely by chance — at the border, due to carrying a large number of bank cards.

▪ Banks claim they have implemented deepfake protection, but according to Veriff, up to 20% of such attacks still pass video verification.

▪ If you don’t want your case to look suspicious to the system, it’s better to build a strategy before submission, not after a rejection.
Message us — we’ll analyze your case and point out the real risks.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #verification #kyc #deepfake #antifraud

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

Mustang Service – Happy New Year

This year was intense – for us and for our clients.
So instead of generic wishes, here’s a short recap.

› What we achieved this year:

→ strengthened quality control and technical case preparation
→ went deeper into KYC and antifraud algorithms
→ launched a media direction: cases, breakdowns, digests
→ became stricter in filtering tasks and choosing meaningful challenges
→ kept the focus on results, not volume

We see how platforms, algorithms, and requirements change –
and we adapt faster than they manage to tighten the screws.

› What’s next:

→ more hands-on practice and real cases
→ more behind-the-scenes insights
→ less “universal advice” and noise

Thank you to everyone who was with us this year.
To those who trusted us with complex cases, followed recommendations, and focused on results rather than luck.

Happy New Year. See you next year.
We keep moving forward – sharper, faster, and smarter.

▪ Mustang Service – always one step ahead.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#illustration #verification #documents #newyear2026 #yearsummary

 

[Mustang Studio]

The New Year is here – updated work schedule

▪ Sharing this in advance to avoid any confusion.

› From December 31 to January 16, Mustang Service operates in a limited mode.

⚠️ During this period:
→ we handle urgent cases only
→ priority is given to active tasks and critical situations
→ standard orders will be processed after the holidays

▪ If your case cannot wait – message us directly, we will review options and timelines.

▪ Mustang Service – when solving the task matters, even during holidays.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#rendering #documents #verification #photoshop #artist #KYC #workschedule

 

[Mustang Studio]

News of the Week – How 2026 Begins

▪ We open the year with global statistics and real-world metrics.

› What’s actually happening with fakes and verification:

→ deepfakes have grown by tens of times over the last two years
→ deepfake-based attacks occur every few minutes
→ 1 out of 20 identity checks already contains deepfake elements
→ digital forgeries have overtaken physical ones for the first time
→ bank statements and payment documents are forged most often

▪ This means one thing:
platforms no longer judge by “how it looks”.
They analyze data logic, history, timing, and behavioral patterns.

⚠️ In 2026, “upload and see what happens” is no longer a strategy.
It’s a fast track to flags and blocks.

▪ Mustang Service works exactly with this:
we focus on what systems actually verify – not what merely looks sufficient.

› If you don’t want to become part of this statistic –
build the case before uploading, not after a rejection.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documentediting #verification #documents #KYC #antifraud

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

ELA Analysis: Ignore It – and You Pay with Accounts

▪ Many still think ELA is “something optional”.
In reality, it’s one of the key filters where cases actually break.

▪ For the system, ELA is not about how “good-looking” a document is.
It’s about logic:
→ data consistency
→ behavior and timing
→ upload and revision history

▪ What happens when ELA is ignored:
→ the document looks fine, but unnatural for the system
→ edits increase suspicion
→ repeated uploads accumulate flags
→ the case gets rejected without a clear trigger

▪ In the end, accounts are lost not because of the file itself,
but because of misunderstanding what is actually being checked.

▪ Mustang Service works with ELA in advance.
We build cases so they look logical for the system,
not just “okay to the human eye”.


› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )


#rendering #verification #documents #KYC #antifraud

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

🐎📰 Weekly News | Deepfake Fraud Goes Beyond KYC

2026 starts with a disturbing trend:
deepfakes are no longer just about documents — now they are about access and people.

🤖 What companies are already seeing:
• online interviews attended by fake candidates using deepfake faces and voices
• these “employees” gain access to internal systems
• next come data leaks, financial losses, or insider attack preparation

⚠️ According to analysts:
• the number of deepfakes online grew from 500K to ~8M in just two years
• AI fraud and phishing may cause tens of billions in losses
• in 2026, a rise of Fraud-as-a-Service is expected: voice, video, and impersonation of “CEOs” or support staff offered by subscription

📌 Key takeaway
Today, systems no longer verify just a file or a face.
They verify behavior, logic, history, and access patterns.

🐴 Mustang Service works exactly at this level:
we analyze cases the way systems see them — not the way humans do.

✈️ If you don’t want to become part of the statistics —
it’s better to build protection and logic before the first step, not after an incident.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#rendering #verification #documents #KYC #antifraud

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

Case: Lithuania Passport | fast and without extra steps

The client requested a Lithuanian passport redraw.
Input data included only the full name and a source photo. Other details were missing.

▪ What we did:
→ reconstructed and added the missing data
→ aligned structure and data logic to a correct format
→ approved the final layout with the client
→ prepared a print-ready file with no further revisions

▪ Timeline: around 1.5 hours from start to final file.
No delays, no unnecessary iterations.

▪ Result:
→ print-ready file delivered
→ client satisfied
→ positive feedback received

▪ Mustang Service – when speed, accuracy, and clarity matter.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#rendering #verification #documents #passport #Lithuania

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

“PRETTY” DOES NOT MEAN APPROVAL

▪ If you need a real pass — not just visual aesthetics — you’re in the right place.

🐎 Mustang Service means:

→ work aligned with real KYC algorithms, not “by eye”
→ data logic, timing, history, ELA — everything is accounted for
→ rendering on professional studio-grade equipment
→ two-stage control and metadata cleanup before submission

🎁 Client bonus
Leave a review after a completed order —
and get a **15% discount** on your next one.

✈️ Don’t waste an account on experiments.
Message us — we’ll handle the case properly.


› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )


#rendering #verification #documents #KYC #antifraud

 

[Mustang Studio]

“CLEAN” ACCOUNT IS THE MOST SUSPICIOUS ONE

Paradox of anti-fraud systems:
the “more perfect” the account looks — the faster it gets flagged.

Why does this happen?

❌ no digital history
❌ no behavioral footprint
❌ no logical progression
❌ looks like an object, not a human

For KYC systems this is not a plus — it's **emptiness**.
And emptiness is one of the strongest risk triggers.

Algorithms don't look for beauty,
they look for **context, timing, and action consistency**.

🐎 Mustang Service works exactly with this —
we build real logic, not just a pretty showcase.

✈️ Want to look alive instead of suspiciously perfect?
Drop us a message. Better now than after a ban.


› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )


#KYC #antifraud #verification #accounts #rendering

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

Mustang Service — case study: when details matter

▪ The task looked simple only at first glance.
The client needed a document reconstruction with confirmation of funds received — without claims or risks during verification.

› Initial input:
→ source photo of the document
→ full name
→ request for a correct English confirmation text

▪ What was done:

→ reconstructed the document structure following the original visual logic
→ aligned fonts, spacing, and field grid
→ verified MRZ zone readability and character consistency
→ removed compression artifacts and rebuilt the image with natural noise
→ prepared a correct confirmation text in English
→ finalized the layout for a real-world usage scenario

▪ The work was done under tight deadlines with continuous validation at each stage.

› Result:
→ the document looks natural
→ data logic raises no red flags
→ the client confirmed the result and was satisfied

▪ Mustang Service —
when it’s not about a “nice picture,” but about how systems and people see it.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#case #documents #verification #MRZ #antifraud #MustangService

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

Back to Full Operating Mode

▪ As of January 16, Mustang Service is back to its regular workflow.

› What this means:
→ we accept both standard and complex cases
→ turnaround times are back to normal
→ no holiday-related limitations

▪ If you postponed a task “until after the holidays” — now is the right time to get back to it.

✈️ Message us — we’ll review your case and suggest the optimal way forward.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#drawing #verification #documents #KYC #backtowork

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics

 

[Mustang Studio]

Mustang Service – an offer for clients who have already worked with us

▪ Until the end of today, an individual discount is available
for clients who leave a short review about their experience with the service.

No templates or generic feedback –
we care about what actually worked in your case:
timelines, revisions, preparation logic, and the final result.

› How it works:
→ you leave a review
→ we lock the conditions for you
→ on your next request, a personal discount is applied

▪ This offer is valid today only.

✈️ Message us – we’ll suggest the best format and fix the terms for you.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#redraw #verification #documents #revision #artist #offer #discount

 

[Mustang Studio]

9 out of 10 edits fail KYC. And it’s not about a “pretty image”

▪ Mustang Service – when approval matters more than blind testing.

› We work with what systems actually check:

→ passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc.
→ German-grade studio equipment
→ two-stage control + metadata cleaning before submission
→ ELA analysis bypass
→ data structure and logical consistency

▪ While this post is still live – a private bonus is available.

› Message us – we’ll break down your case.

› TG: @mustang_service ( https:// t.me/ mustang_service )
› Channel: Mustang Service ( https:// t.me/ +6RAKokIn5ItmYjEx )

#documents #kyc #photoshop #editing #graphics