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SceneBox
DataOps platform for computer vision
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Dataset Streaming for ML Pipelines with SceneBox
Dataset Streaming for ML Pipelines with SceneBox
TL;DR: SceneBox users can now utilize StreamableSets to stream curated datasets directly from SceneBox cloud to their PyTorch training…
Pratik Gujjar
Nov 17, 2022
Build vs. buy in times of economic uncertainty
Build vs. buy in times of economic uncertainty
As we find ourselves in times of economic uncertainty, no one knows quite what to expect or how to prepare for the next couple of years…
Yaser Khalighi
Nov 13, 2022
Bringing Synthetic Data into Computer Vision Training Pipelines
Bringing Synthetic Data into Computer Vision Training Pipelines
TL;DR: Synthetic data is helping fuel the future of computer vision ML and should be first-class citizens in any data management solution…
Yaser Khalighi
Aug 2, 2022
Data Management and Data Labeling: It takes two to tango
Data Management and Data Labeling: It takes two to tango
TL;DR: There is a conflict of interest inherent to the business model of a provider of data management solutions (data curation and triage)…
Yaser Khalighi
Jun 3, 2022
Bridging the chasm between massive robotics data and computer vision workflows
Bridging the chasm between massive robotics data and computer vision workflows
The world is going autonomous, and robotics teams are at the forefront of the autonomy revolution. When developing the robots of tomorrow…
Yaser Khalighi
May 23, 2022
The Tale of Long Tails
The Tale of Long Tails
Disclaimer: if the accuracy of machine learning models is not a priority of yours, this article might not be for you. To my machine…
Yaser Khalighi
Jul 1, 2021
Beyond the needle in the haystack problem
Beyond the needle in the haystack problem
We all have a clear image of a needle in a haystack:
Yaser Khalighi
Apr 20, 2021
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