Scale Nucleus
Aquarium
PerceptiLabs
ML Image Classifier
Google Cloud TPUs
Roboflow Universe
Touchpoint Dashboard
Pretrained AI
WhatToLabel
Qualdo™
Monitor ML
TensorFlow Lite
Aquarium
PerceptiLabs
PhotoFinder
ModelDepot
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Based on our record, Scale Nucleus seems to be more popular. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
At Scale we built a tool for model debugging in computer vision called Nucleus (scale.com/nucleus) designed exactly for this, which is free try out if you're curious to see where your model predictions are most at odds with your ground truth. Source: over 2 years ago
To address your point about gathering edge cases, which can also be defined as cases of low model fidelity for our use cases, there is active learning and tools such as Aquarium Learning and Scale Nucleus which make it easy to implement into workflows. Source: almost 3 years ago
Aquarium - Improve ML models by improving datasets they’re trained on
Qualdo™ - Monitor mission-critical data quality & ML issues and drifts
PerceptiLabs - A tool to build your machine learning model at warp speed.
Monitor ML - Real-time production monitoring of ML models, made simple.
ML Image Classifier - Quickly train custom machine learning models in your browser
TensorFlow Lite - Low-latency inference of on-device ML models
