Aquarium
PerceptiLabs
Roboflow Universe
ML Image Classifier
Monitor ML
Prodigy
Stack Roboflow
Google Cloud TPUs
Scale Nucleus
PerceptiLabs
ML Image Classifier
Google Cloud TPUs
Roboflow Universe
Touchpoint Dashboard
Pretrained AI
Monitor ML
Aquarium Scale NucleusScale Nucleus might be a bit more popular than Aquarium. We know about 2 links to it since March 2021 and only 2 links to Aquarium. 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.
Aquarium (https://aquariumlearning.com/) | Remote Only (North American Timezones) | Full Time Aquarium is an ML data management system that helps ML teams improve their models by improving their datasets. Aquarium uncovers problems in your dataset, then helps you edit or add data to fix these problems and optimize your model performance. We are looking for our first Product Manager and are also hiring for... - Source: Hacker News / over 2 years ago
#ML is maturing and teams are less concerned about having enough #data, but rather having the right data. ML data management tooling helps improve ML models by improving datasets. Check out our piece below that discusses trends in the space and startups like aquariumlearning.com, Tryunbox.ai, Lightly.ai, Scale, and Labelbox. https://medium.com/memory-leak/ml-data-management-a-primer-a635a5eac858. Source: over 2 years ago
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
PerceptiLabs - A tool to build your machine learning model at warp speed.
Roboflow Universe - You no longer need to collect and label images or train a ML model to add computer vision to your project.
ML Image Classifier - Quickly train custom machine learning models in your browser
Google Cloud TPUs - Build and train machine learning models with Google
Monitor ML - Real-time production monitoring of ML models, made simple.
Prodigy - Radically efficient machine teaching
