AI Engineers will replace Human Engineers

 

The time when humans are using social media and becoming more dumb and AI makes you zombies

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Automation, Assistance, Copilot - Metamate

 

Meta rolls out internal AI tool as it pushes into business market

• Social media group targets burgeoning artificial intelligence sector as it develops ‘Metamate’ workplace assistant
• This will also be used to build AI-based Marketing products

Automation, Assistance, Copilot = Metamate

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Imagebind - Embed all vector spaces

Cross-modal retrieval, Composing modalities with arithmetic, Cross-modal detection and generation. Blend all digital senses image, audio, video, text

 

Demo - Link

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Segment Anything model - Facebook Offering

1. Google Colab GPU Version

2. Sample Code

3. Sample Image

4. Sample results, Segmentation Time = 30 seconds

Key components - Image encoder, prompt encoder, and mask decoder.

• The image encoder is a pre-trained Masked Auto-Encoder Vision Transformer (MAE-ViT) that extracts an embedding for the image.
• The prompt encoder embeds prompts of different types, including points, bounding boxes, free-form text, or rough masks.
• The mask decoder has layers that use self-attention, cross-attention, and an MLP. They create a more informative image embedding, which is then used by another MLP to produce the final mask. The model also estimates IoU for later use in the process.

Ref - Link

Paper - Link

Demo - Link

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