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rhea hollis

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Localized Video Data Collection: A Practical Pipeline from Search to Structured Records

Localized Video Data Collection: A Practical Pipeline from Search to Structured Records

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2 min read
How to Build a Video Dataset for Multimodal AI: Schema and Provenance First

How to Build a Video Dataset for Multimodal AI: Schema and Provenance First

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2 min read
Rotating vs Sticky Residential Proxies: How to Choose for Web Scraping

Rotating vs Sticky Residential Proxies: How to Choose for Web Scraping

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2 min read
From Public Video URLs to a Maintainable Data Pipeline

From Public Video URLs to a Maintainable Data Pipeline

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2 min read
Video Datasets That Survive Contact With a Real Model

Video Datasets That Survive Contact With a Real Model

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2 min read
A Practical Residential Proxy Playbook for Reliable Web Data Collection

A Practical Residential Proxy Playbook for Reliable Web Data Collection

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3 min read
Building Reliable Web Scraping Pipelines in 2026: Why Proxy Infrastructure Matters

Building Reliable Web Scraping Pipelines in 2026: Why Proxy Infrastructure Matters

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Action Recognition Field Notes: Boundary Relabeling, Near-Miss Pairs, and Splits That Don't Lie

Action Recognition Field Notes: Boundary Relabeling, Near-Miss Pairs, and Splits That Don't Lie

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An Honest Price Monitor: Session Config, ASN Pinning, and Decoy Detection

An Honest Price Monitor: Session Config, ASN Pinning, and Decoy Detection

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Provenance Labels for Video Datasets: Write Them at Collection Time

Provenance Labels for Video Datasets: Write Them at Collection Time

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Video Scraping Is a Bandwidth Problem: Four Rules for Proxying Large-File Collection

Video Scraping Is a Bandwidth Problem: Four Rules for Proxying Large-File Collection

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From Video URLs to Training Records: How a Model-Ready Video Dataset Is Structured

From Video URLs to Training Records: How a Model-Ready Video Dataset Is Structured

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Discovery Before Collection: Using SERP APIs to Seed Video Datasets

Discovery Before Collection: Using SERP APIs to Seed Video Datasets

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Three Proxy Patterns That Keep Web Scrapers Alive

Three Proxy Patterns That Keep Web Scrapers Alive

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2 min read
123Movies Proxy Sites & Alternatives in 2026 — A Developer’s Guide to Accessing Streaming Content Safely

123Movies Proxy Sites & Alternatives in 2026 — A Developer’s Guide to Accessing Streaming Content Safely

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3 min read
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