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Forem

pixelbank dev

Computer vision for all

California, USA Joined on Feb 24, 2026 https://pixelbank.dev

Cover image for Frame Interpolation — Deep Dive + Problem: Keyword Classifier

Mar 29

Frame Interpolation — Deep Dive + Problem: Keyword Classifier

#computervision #python #ai #tutorial

6 min read

Cover image for Model Assumptions & Diagnostics — Deep Dive + Problem: Rolling Shutter Correction

Mar 28

Model Assumptions & Diagnostics — Deep Dive + Problem: Rolling Shutter Correction

#machinelearning #python #ai #tutorial

6 min read

Cover image for Causal vs Masked LM — Deep Dive + Problem: Array Properties

Mar 27

Causal vs Masked LM — Deep Dive + Problem: Array Properties

#llm #python #ai #tutorial

6 min read

Cover image for Transfer Learning — Deep Dive + Problem: Higher-Order Functions

Mar 26

Transfer Learning — Deep Dive + Problem: Higher-Order Functions

#llm #python #ai #tutorial

7 min read

Cover image for Neural 3D Representations — Deep Dive + Problem: Rotate Image

Mar 25

Neural 3D Representations — Deep Dive + Problem: Rotate Image

#computervision #python #ai #tutorial

7 min read

Cover image for Toxicity & Content Safety — Deep Dive + Problem: Low-Pass Filter (Frequency)

Mar 24

Toxicity & Content Safety — Deep Dive + Problem: Low-Pass Filter (Frequency)

#llm #python #ai #tutorial

6 min read

Cover image for Boosting — Deep Dive + Problem: Clone Graph

Mar 13

Boosting — Deep Dive + Problem: Clone Graph

#machinelearning #python #ai #tutorial

6 min read

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

Mar 12

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

#llm #python #ai #tutorial

6 min read

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

Mar 11

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

#computervision #python #ai #tutorial

6 min read

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

Mar 10

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

#llm #python #ai #tutorial

6 min read

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

Mar 9

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

#llm #python #ai #tutorial

6 min read

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

Mar 8

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

#programming #python #ai #tutorial

6 min read

Cover image for Positional Encodings — Deep Dive + Problem: Box Blur

Mar 7

Positional Encodings — Deep Dive + Problem: Box Blur

#llm #python #ai #tutorial

6 min read

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

Mar 6

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

#computervision #python #ai #tutorial

6 min read

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

Mar 5

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

#programming #python #ai #tutorial

6 min read

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

Mar 4

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

#llm #python #ai #tutorial

5 min read

Cover image for Information Theory — Deep Dive + Problem: Epipolar Line Visualization

Mar 3

Information Theory — Deep Dive + Problem: Epipolar Line Visualization

#programming #python #ai #tutorial

7 min read

Cover image for Calculus for Optimization — Deep Dive + Problem: Activation Functions

Mar 3

Calculus for Optimization — Deep Dive + Problem: Activation Functions

#computervision #python #ai #tutorial

6 min read

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

Mar 2

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

#machinelearning #python #ai #tutorial

6 min read

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

Mar 1

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

#llm #python #ai #tutorial

7 min read

Cover image for Full Transformer Block — Deep Dive + Problem: List Operations

Feb 28

Full Transformer Block — Deep Dive + Problem: List Operations

#llm #python #ai #tutorial

6 min read

Cover image for Image Matting — Deep Dive + Problem: Basic Indexing

Feb 28

Image Matting — Deep Dive + Problem: Basic Indexing

#computervision #python #ai #tutorial

7 min read

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

Feb 27

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

#llm #python #ai #tutorial

6 min read

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

Feb 26

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

#machinelearning #python #ai #tutorial

7 min read

Cover image for Optimizers — Deep Dive + Problem: Padding for Same Convolution

Feb 25

Optimizers — Deep Dive + Problem: Padding for Same Convolution

#machinelearning #python #ai #tutorial

6 min read

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

Feb 24

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

#computervision #python #ai #tutorial

6 min read

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