internet-explorer-ssl/internet-explorer

Internet Explorer explores the web in a self-supervised manner to progressively find relevant examples that improve performance on a desired target dataset.

26
/ 100
Experimental

This tool helps researchers and machine learning practitioners quickly train highly accurate image recognition models for specific tasks. It takes a small set of unlabeled images related to your target task and explores the internet to find additional, relevant training data. The result is a specialized model that performs exceptionally well on your particular image classification or object detection problem.

163 stars. No commits in the last 6 months.

Use this if you need to train a high-performing image recognition model for a niche task, but lack a massive, perfectly tailored dataset.

Not ideal if you already have a very large, diverse, and well-labeled dataset that comprehensively covers your specific image recognition needs.

image-recognition computer-vision machine-learning-research dataset-expansion model-training
No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 8 / 25

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Stars

163

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6

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Last pushed

Mar 04, 2023

Commits (30d)

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Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/internet-explorer-ssl/internet-explorer"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.