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Also known as deduplication and record linkage (but not entity recognition which is picking up the names and classifying them in running text)
Other name is concept finders Return the name of a concept given a definition or description:
Here are video-specific methods. See also Semantic Segmentation.
Detects when one video (shot/scene/chapter) ends and another begins
Temporal Relational Reasoning in Videos by Bolei Zhou et al, 2018 - Recognizing and forecasting activities by a few frames
DeepStory: Video Story QA by Deep Embedded Memory Networks by Kyung-Min Kim et al, 2017
Video Understanding: From Video Classification to Captioning by Jiajun Sun et al, 2017
Unsupervised Learning from Narrated Instruction Videos by Jean-Baptiste Alayrac et al, 2015
iOS framework from Apple to integrate machine learning models into your app.
Apple framework used with familiar tools like Swift and macOS playgrounds to create and train custom machine learning models on your Mac.
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Intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis. Cloud Dataprep is serverless and works at any scale. Easy data preparation with clicks and no code.
Tools to help you configure, organize, log and reproduce experiments
Lobe is an easy-to-use visual tool (no coding required) that lets you build custom deep learning models, quickly train them, and ship them directly in your app without writing any code.
Apple python framework that simplifies the development of custom machine learning models. You don't have to be a machine learning expert to add recommendations, object detection, image classification, image similarity or activity classification to your app.
Pros:
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Hyperparameters:
Approaches when our model doesn’t work:
Back-propagation problems:
The Browser of a Data Scientist
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