Even the most recent CV models are still struggling w/ basic object classification tasks that are easy for humans. With the new PUG datasets, we can correctly assess and find ways to improve the robustness of these models. Research Paper
DATA
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Meta AI PUG: Photorealistic Controllable Datasets for Model Evaluation
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Today we're sharing our work on PUG, new research from Meta AI on photorealistic, semantically controllable datasets using Unreal Engine for robust model evaluation.
— AI at Meta (@AIatMeta) 9 août 2023
More details & dataset downloads ➡️ https://t.co/rpBBmhNyyK pic.twitter.com/avZEQAysXhToday we're sharing our work on PUG, new research from Meta AI on photorealistic, semantically controllable datasets using Unreal Engine for robust model evaluation. More details & dataset downloads https://
bit.ly/45na9M6 -
Top 10 Data Science Myths Debunked: Career Opportunities Revealed
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Curious about #datascience? Let's bust the top 10 myths about this exciting field! Discover the truth behind what data scientists really do and the job opportunities they offer. #JobOpportunities #MythBusting via @ingliguori Read the article here: https://
bit.ly/3I8Sj6A -
SAS Viya: Analytics Platform 30x Faster Than Competitors
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Powerful analytics for everyone – with little or no coding. 30 times faster on average than open source and commercial offerings. Get the facts in our new e-book. http://
2.sas.com/6012PeT7y #SASViya -
Free Data Literacy Course: Master Data Visualization Skills
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Introducing our free, three-hour course: Data Literacy in Practice. This course is designed to empower individuals and professionals to explore and visualize data with confidence. Where will data visualization take you? http://
2.sas.com/6016PZjok -
Exploring Retrieval Algorithms for LangChain Documentation
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We'd been noodling on this concept for a bit, but spurred into action by @ChrisBoraTweets yesterday: https://
x.com/ChrisBoraTweet
s/status/1689018380584439808?s=20
… What other retrieval algorithms would be good to add? Docs: https://
python.langchain.com/docs/modules/d
ata_connection/retrievers/parent_document_retriever
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Balancing Chunk Size for Semantic Embeddings in RAG Systems
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There was always a balance between small enough chunks to allow the embeddings to capture the semantic meaning of a chunk, while at the same time wanting them to be long enough to have the full context This helps strike this balance Docs: https://
python.langchain.com/docs/modules/d
ata_connection/retrievers/parent_document_retriever
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AI and Power: Ethical Challenges of Automation and Centralization
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https://
bit.ly/2wqaIXz – AI and Power: The Ethical Challenges of Automation, Centralization, and Scale https://
bit.ly/3OiO1eY #AI #MachineLearning #DeepLearning #LLMs #DataScience -
CIOs Securing Generative AI Access for Data Science Teams
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Even if an enterprise isn’t ready to consider how generative AI may disrupt their businesses, CIOs need to secure access to #generativeAI models and enable #datascience teams to develop fine-tuned LLMs. Learn more from our own Kjell Carlsson in @CIOonline
: https://
domino.buzz/3qlzkQo