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The Bot Group
Categories Machine Learning

The RL Playbook for Computer Vision in Data Science

  • By The Bot Group
  • October 12, 2025

Reinforcement Learning from Human Feedback (RLHF) was the secret sauce that transformed large language models from clever predictors into helpful assistants. This powerful technique,…

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Categories Artificial intelligence

Apple Released FastVLM: A Novel Hybrid Vision Encoder which is 85x Faster and 3.4x Smaller than Comparable Sized Vision Language Models (VLMs)

  • By Sajjad Ansari
  • September 2, 2025

Introduction Vision Language Models (VLMs) allow both text inputs and visual understanding. However, image resolution is crucial for VLM performance for processing text and…

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Categories Artificial intelligence

Ming-Lite-Uni: An Open-Source AI Framework Designed to Unify Text and Vision through an Autoregressive Multimodal Structure

  • By _Taskflow Club_
  • May 9, 2025

[ad_1] Multimodal AI rapidly evolves to create systems that can understand, generate, and respond using multiple data types within a single conversation or task,…

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Categories Machine Learning

Class Activation Maps (CAM). How Your Neural Net Sees Cats & Dogs! | by Prateek Karkare | May, 2025

  • By _Taskflow Club_
  • May 9, 2025

[ad_1] Deep Learning How Your Neural Net Sees Cats & Dogs! Photo by Erik Škof on Unsplash Ever wonder how your deep learning model…

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Categories Machine Learning

From the Grimoire: Computer Vision (Part I) | by Misha Nivota | Mar, 2025

  • By _Taskflow Club_
  • March 28, 2025

[ad_1] Now what machine learning algorithm is used for computer vision? That would be Convolutional Neural Networks or CNNs. CNNs are designed to process…

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Categories Machine Learning

ResNet and EfficientNet for Image Classification | by Minase Fikadu | Mar, 2025

  • By _Taskflow Club_
  • March 19, 2025

[ad_1] Photo by Uriel SC on Unsplash In the realm of modern computer vision, deep convolutional neural networks (CNNs) have achieved remarkable success across…

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Categories Artificial intelligence

Vision Transformers (ViT) Explained: Are They Better Than CNNs?

  • By _Taskflow Club_
  • March 1, 2025

[ad_1] 1. Introduction Ever since the introduction of the self-attention mechanism, Transformers have been the top choice when it comes to Natural Language Processing…

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