Resources

White Papers

In Defense of Humans - the Fact vs. Fiction of Labeling Automation

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Better Quantifying the Performance of Object Detection in Video

Single Object Tracking Using The Siamese Family of Trackers

High Quality Training Data in Computer Vision

Stacking Up Video Annotation

Blog

In Defense of Humans - the Fact vs. Fiction of Labeling Automation

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Better Quantifying The Performance Of Object Detection In Video

Single Object Tracking Using The Siamese Family Of Trackers

Tips for Using Alegion Control as a Self-Managed Video Annotation Service

Pixel Tolerance vs. IOU - Which One Should You Use for Quality Training Data?

Datasets

Princeton's WordNet

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Yelp's Open Dataset

Data dot gov

AEV

YouTube 8-M

Podcast

Grokking Machine Learning with Luis Serrano

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ML Experimentation - Fail Fast, Learn Faster

AI & ML in the 2010s

NeurIPS 2019 Review - Insider's Guide

Data Science for Business - How to Build a Kickass Team