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I Turned My Old Android Phone Into an L2 Autonomous Driving System (Flutter + C++)

Sherin Joseph RoyApr 13, 2026 • 2 min read

I Turned My Old Android Phone Into an L2 Autonomous Driving System (Flutter + C++)

Modern cars ship with expensive L2 driver assistance systems. Most of the heavy lifting for these...

#cpp#flutter#computervision#android

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Your next pair of glasses might out-smart you.

Rohaan AdvaniApr 13, 2026 • 4 min read

Your next pair of glasses might out-smart you.

Something shifted this week: the hardware announcements and the CV tooling stories are no longer...

#augmentedreality#computervision#multiobjecttracking

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YOLO Evolution: Comparing YOLOv5, v11, v12, and v26 on the Cars Detection Dataset

Nandita BhattacharyaApr 12, 2026 • 11 min read

YOLO Evolution: Comparing YOLOv5, v11, v12, and v26 on the Cars Detection Dataset

Fig 1. YOLOv12 performing real-time vehicle detection on the Cars Detection Dataset. 1....

#computervision#deeplearning#objectdetection#imagedata

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Deepfake Fraud Tripled to $1.1B. Your Evidence Workflow Didn't.

CaraCompApr 12, 2026 • 3 min read

Deepfake Fraud Tripled to $1.1B. Your Evidence Workflow Didn't.

a shift in the digital evidence landscape has arrived, and for developers in the computer vision and...

#ai#machinelearning#computervision#biometrics

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Using LLaVA With Ollama on Mac - Without the Base64 Encoding

Ben Racicot6d ago • 3 min read

Using LLaVA With Ollama on Mac - Without the Base64 Encoding

Ollama supports vision models like LLaVA and Gemma 3. Using them means base64 curl commands. There's...

#ollama#ai#computervision#macos

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Guilty Until Proven Real: How Deepfakes Broke the Rules of Evidence

CaraComp5d ago • 3 min read

Guilty Until Proven Real: How Deepfakes Broke the Rules of Evidence

Navigating the new technical standards for digital evidence The recent shifts in how courts handle....

#ai#machinelearning#computervision#biometrics

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A Fake CFO Stole $25.6M. The Real Victim Is Your Evidence Process.

CaraComp5d ago • 3 min read

A Fake CFO Stole $25.6M. The Real Victim Is Your Evidence Process.

The $25.6 million deepfake heist highlights a critical failure in how we handle biometric trust. For...

#ai#machinelearning#computervision#biometrics

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One Boolean Flag Broke the EU's Age Check. The $10.4B Industry Has the Same Flaw.

CaraComp3d ago • 3 min read

One Boolean Flag Broke the EU's Age Check. The $10.4B Industry Has the Same Flaw.

A single boolean flip just exposed a massive flaw in biometric age verification architecture For...

#ai#machinelearning#computervision#biometrics

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I Built a Real-Time Chess Analyzer That Reads Your Screen Using Python + Stockfish + Lc0

SuperiorIntelligence4d ago • 1 min read

I Built a Real-Time Chess Analyzer That Reads Your Screen Using Python + Stockfish + Lc0

Ever wanted grandmaster-level analysis without leaving your chess game? I built Chess Board...

#python#chess#opensource#computervision

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🚀 ROSE: Rethinking Computer Vision as a Retrieval-Augmented 🤖 System

Hemant4d ago • 7 min read

🚀 ROSE: Rethinking Computer Vision as a Retrieval-Augmented 🤖 System

Imagine showing an AI a blurry medical scan… and asking it to detect a rare disease it has barely...

#rag#ai#computervision#agentaichallenge

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Edge AI fails not at detection but at capturing the full story

Aksh Kumar2d ago • 1 min read

Edge AI fails not at detection but at capturing the full story

While working with an edge device through an Android SDK, I noticed a key limitation in how event...

#ai#android#edgedevice#computervision

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Deepfakes Are Criminal Cases Now. Most Investigators Still Can't Prove a Photo Is Fake.

CaraComp3d ago • 2 min read

Deepfakes Are Criminal Cases Now. Most Investigators Still Can't Prove a Photo Is Fake.

analyzing the technical requirements of synthetic image evidence Australia’s first-ever deepfake...

#ai#machinelearning#computervision#biometrics

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A Deepfake Fooled a Notary on a Live Call. The Ears Gave It Away.

CaraComp4d ago • 3 min read

A Deepfake Fooled a Notary on a Live Call. The Ears Gave It Away.

The structural failure of synthetic faces: How geometry caught a deepfake fraudster As developers.....

#ai#machinelearning#computervision#biometrics

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'Prove It's Not a Deepfake': The Evidence Challenge Most Investigators Will Lose

CaraComp6d ago • 3 min read

'Prove It's Not a Deepfake': The Evidence Challenge Most Investigators Will Lose

The shifting legal landscape for digital evidence authenticity is forcing a hard pivot in how we...

#ai#machinelearning#computervision#biometrics

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Discord Leaked 70,000 IDs Answering One Simple Question: Are You 18?

CaraComp2d ago • 3 min read

Discord Leaked 70,000 IDs Answering One Simple Question: Are You 18?

Analyzing the technical fallout of Discord's age verification breach The news of 70,000...

#ai#machinelearning#computervision#biometrics

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A Facial Recognition 'Match' Isn't Evidence Until It Survives These 4 Hidden Steps

CaraCompApr 12, 2026 • 3 min read

A Facial Recognition 'Match' Isn't Evidence Until It Survives These 4 Hidden Steps

Decoding the gap between algorithmic confidence and evidentiary proof For developers building...

#ai#machinelearning#computervision#biometrics

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That Facial Match Score Is Lying to Your Face

CaraCompApr 13, 2026 • 3 min read

That Facial Match Score Is Lying to Your Face

The underlying math of biometric thresholds For developers working in computer vision and...

#ai#machinelearning#computervision#biometrics

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'Call to Confirm' Is Dead. Carrier-Level Voice Cloning Killed It.

CaraComp3d ago • 3 min read

'Call to Confirm' Is Dead. Carrier-Level Voice Cloning Killed It.

Voice-based identity verification just hit a critical failure point The technical reality of...

#ai#machinelearning#computervision#biometrics

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How Recommendation Algorithms Are Rewiring Art Discovery

Arts.Sale5d ago • 2 min read

How Recommendation Algorithms Are Rewiring Art Discovery

How Recommendation Algorithms Are Rewiring Art Discovery I've been thinking about...

#algorithms#machinelearning#computervision#marketplace

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Every Image Is Guilty Until Proven Authentic

CaraCompApr 12, 2026 • 3 min read

Every Image Is Guilty Until Proven Authentic

The shift from visual trust to forensic verification As developers building the next generation of....

#ai#machinelearning#computervision#biometrics

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The Cop Who Made 3,000 Deepfakes Exposed a Bigger Problem Than Deepfakes

CaraCompApr 13, 2026 • 3 min read

The Cop Who Made 3,000 Deepfakes Exposed a Bigger Problem Than Deepfakes

Why the current deepfake panic ignores the real technical debt in biometric law The recent news...

#ai#machinelearning#computervision#biometrics

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The Faces Were Fake. The $25 Million Was Real.

CaraComp4d ago • 3 min read

The Faces Were Fake. The $25 Million Was Real.

The technical fallout of the Hong Kong deepfake heist The news of a finance worker in Hong Kong...

#ai#machinelearning#computervision#biometrics

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3D Scanning — Deep Dive + Problem: Logistic Regression Prediction

pixelbank dev4d ago • 6 min read

3D Scanning — Deep Dive + Problem: Logistic Regression Prediction

A daily deep dive into cv topics, coding problems, and platform features from PixelBank. ...

#computervision#python#ai#tutorial

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Meta's Smart Glasses Can ID Strangers in Seconds. 75 Groups Say Kill It Now.

CaraComp2d ago • 3 min read

Meta's Smart Glasses Can ID Strangers in Seconds. 75 Groups Say Kill It Now.

the latest controversy surrounding Meta's biometric features For developers working in computer...

#ai#machinelearning#computervision#biometrics

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Tech Articles

I Turned My Old Android Phone Into an L2 Autonomous Driving System (Flutter + C++)

Your next pair of glasses might out-smart you.

YOLO Evolution: Comparing YOLOv5, v11, v12, and v26 on the Cars Detection Dataset

Deepfake Fraud Tripled to $1.1B. Your Evidence Workflow Didn't.

Using LLaVA With Ollama on Mac - Without the Base64 Encoding

Guilty Until Proven Real: How Deepfakes Broke the Rules of Evidence

A Fake CFO Stole $25.6M. The Real Victim Is Your Evidence Process.

One Boolean Flag Broke the EU's Age Check. The $10.4B Industry Has the Same Flaw.

I Built a Real-Time Chess Analyzer That Reads Your Screen Using Python + Stockfish + Lc0

🚀 ROSE: Rethinking Computer Vision as a Retrieval-Augmented 🤖 System

Edge AI fails not at detection but at capturing the full story

Deepfakes Are Criminal Cases Now. Most Investigators Still Can't Prove a Photo Is Fake.

A Deepfake Fooled a Notary on a Live Call. The Ears Gave It Away.

'Prove It's Not a Deepfake': The Evidence Challenge Most Investigators Will Lose

Discord Leaked 70,000 IDs Answering One Simple Question: Are You 18?

A Facial Recognition 'Match' Isn't Evidence Until It Survives These 4 Hidden Steps

That Facial Match Score Is Lying to Your Face

'Call to Confirm' Is Dead. Carrier-Level Voice Cloning Killed It.

How Recommendation Algorithms Are Rewiring Art Discovery

Every Image Is Guilty Until Proven Authentic

The Cop Who Made 3,000 Deepfakes Exposed a Bigger Problem Than Deepfakes

The Faces Were Fake. The $25 Million Was Real.

3D Scanning — Deep Dive + Problem: Logistic Regression Prediction

Meta's Smart Glasses Can ID Strangers in Seconds. 75 Groups Say Kill It Now.