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pixelbank dev

Computer vision for all

Location California, USA Joined Joined on  Personal website https://pixelbank.dev
Boosting — Deep Dive + Problem: Clone Graph

Boosting — Deep Dive + Problem: Clone Graph

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6 min read
CLIP & Contrastive Learning — Deep Dive + Problem: Bilinear Flow Warping

CLIP & Contrastive Learning — Deep Dive + Problem: Bilinear Flow Warping

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6 min read
Color and the Digital Camera — Deep Dive + Problem: Softmax Function

Color and the Digital Camera — Deep Dive + Problem: Softmax Function

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6 min read
Byte Pair Encoding (BPE) — Deep Dive + Problem: KL Divergence

Byte Pair Encoding (BPE) — Deep Dive + Problem: KL Divergence

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6 min read
Full Transformer Block — Deep Dive + Problem: VAE Reparameterization Trick

Full Transformer Block — Deep Dive + Problem: VAE Reparameterization Trick

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6 min read
Eigenvalues & PCA — Deep Dive + Problem: Longest Substring Without Repeating Characters

Eigenvalues & PCA — Deep Dive + Problem: Longest Substring Without Repeating Characters

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6 min read
Positional Encodings — Deep Dive + Problem: Box Blur

Positional Encodings — Deep Dive + Problem: Box Blur

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6 min read
Deep Depth Estimation — Deep Dive + Problem: 2D Image Convolution

Deep Depth Estimation — Deep Dive + Problem: 2D Image Convolution

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6 min read
Vectors & Vector Operations — Deep Dive + Problem: 2D Translation Matrix

Vectors & Vector Operations — Deep Dive + Problem: 2D Translation Matrix

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6 min read
Applications of LLMs — Deep Dive + Problem: TF-IDF Score

Applications of LLMs — Deep Dive + Problem: TF-IDF Score

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5 min read
Information Theory — Deep Dive + Problem: Epipolar Line Visualization

Information Theory — Deep Dive + Problem: Epipolar Line Visualization

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7 min read
Calculus for Optimization — Deep Dive + Problem: Activation Functions

Calculus for Optimization — Deep Dive + Problem: Activation Functions

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6 min read
Soft Margin SVM — Deep Dive + Problem: Implement Prewitt Edge Detector

Soft Margin SVM — Deep Dive + Problem: Implement Prewitt Edge Detector

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6 min read
Advanced RAG — Deep Dive + Problem: Real-Time Language Translation Service

Advanced RAG — Deep Dive + Problem: Real-Time Language Translation Service

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7 min read
Full Transformer Block — Deep Dive + Problem: List Operations

Full Transformer Block — Deep Dive + Problem: List Operations

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6 min read
Image Matting — Deep Dive + Problem: Basic Indexing

Image Matting — Deep Dive + Problem: Basic Indexing

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7 min read
Vector Databases — Deep Dive + Problem: Triangulation of 3D Points

Vector Databases — Deep Dive + Problem: Triangulation of 3D Points

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6 min read
Pooling — Deep Dive + Problem: Multi-Scale Feature Pyramid

Pooling — Deep Dive + Problem: Multi-Scale Feature Pyramid

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7 min read
Optimizers — Deep Dive + Problem: Padding for Same Convolution

Optimizers — Deep Dive + Problem: Padding for Same Convolution

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6 min read
Object Detection — Deep Dive + Problem: Compute Depth Map from Disparity

Object Detection — Deep Dive + Problem: Compute Depth Map from Disparity

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6 min read
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