dmok21

5 ms·

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by dmok21 3y ago
How to use YOLO and Labelbox Catalog together to make a dataset of unlabeled videos searchable.
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by dmok21 3y ago
Use the most recent foundation models provided by OpenAI, Meta and Hugging Face to analyze and enrich a series of videos. Labelbox Catalog is used as the data platform to store all the metadata, search across metadata and embedding space, a
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by dmok21 3y ago
Extracting value from LLMs is easier than you may think. In these examples, I used GPT3.5 and GPT4 to solve problems and make decisions in a simulated factory environment. I shared specific SOPs, tech specs, details of how to communicate wi
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by dmok21 3y ago
How machine learning teams, data analysts, data marketing, and labeling teams can all benefit from utilizing few-shot and zero-shot learning systems.
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by dmok21 3y ago
Explore the different types of PDF layers and various methods for creating PDF text layers, such as using PDF creation software, OCR software, or Python scripts with libraries like reportlab or PyPDF2.
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by dmok21 3y ago
Use the most recent foundation models provided by OpenAI, Meta and Hugging Face to analyze and enrich a series of videos. Labelbox Catalog is used as the data platform to store all the metadata, search across metadata and embedding space, a
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by dmok21 3y ago
Dive into some of the specific challenges of data-centric machine learning, and how your team can address them by employing active learning in ML methods.
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by dmok21 3y ago
Covering a few ways that machine learning teams, data analysts, data marketing, and labeling teams can all benefit from utilizing few-shot and zero-shot learning systems.
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How vector similarity search works(labelbox.com)
1 points by dmok21 3y ago|1 comments
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by dmok21 3y ago
Given the increasing excitement and interest in vector search and vector databases, we wanted to provide a high-level introduction of how it works and how it helps teams access information faster.
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Reinforcement learning from human feedback to fine-tune large language models(labelbox.com)
2 points by dmok21 3y ago|1 comments
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by dmok21 3y ago
How to set up and customize an RLHF workflow
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How to accelerate image-text pair generation with BLIP-2(labelbox.com)
1 points by dmok21 3y ago|1 comments
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by dmok21 3y ago
How to use BLIP-2-generated captions to create pre-labels for images so that a specialized workforce can further improve the image captions
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by dmok21 6y ago
Check out Labelbox sometime if you're interested in a UI for detection pipelines for video w/ a GUI/IDE Disclosure: I work here https://labelbox.com/blog/teach-your-ml-model-to-perceive-ti...