Real-Time Object Detection using YoloV7 on Google Colab
Author(s): Adijsad Originally published on Towards AI. Want to test your video using Yolov7 and Google Colab? Learn how to make real-time object detection using your videos in this tutorial This member-only story is on us. Upgrade to access all of Medium. …
Multi-Agent Collaboration: The Future of Problem Solving with GenAI.
Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The field of artificial intelligence (AI) has witnessed extraordinary advancements in recent years, ranging from natural language processing breakthroughs to the development …
The 5 Regression Metrics That Matter: Last-Minute ML Interview Prep
Author(s): Raghu Teja Manchala Originally published on Towards AI. Short and Concise: The Most Asked Regression Metrics in Interviews. Source: Image by Sam Nguyen on Avada Over the past few years, I have had numerous interviews, ranging from scenario-based to technical rounds. …
Graph RAG with Property Graphs: A Quick Foray
Author(s): Kundan Joshi Originally published on Towards AI. As Retrieval Augmentation Generation frameworks evolve rapidly, graph RAG is also keeping pace and has emerged as the rejoinder to questions raised on retrieval augmentation accuracy. Traditional vector embedding-based approaches to RAG work very …
#53 How Neural Networks Learn More Features Than Dimensions
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This issue is resource-heavy but quite fun, with real-world AI concepts, tutorials, and some LLM essentials. We are diving into Mechanistic interpretability, an emerging area of research in …
Building Multimodal RAG Application #5: Multimodal Retrieval from Vector Stores
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Multimodal RAG combines textual and visual data to enrich the retrieval process, enhancing large language models’ ability to generate more contextually accurate …
Will Long Context Language Models Replace RAG?
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. Updated production-ready Gemini models, reduced 1.5 Pro pricing, increased rate limits, and more — Google Developers Blog Kaggle has launched a competition surrounding the Gemini 1.5 model, introduced on August 8th, 2024, by …
The Secret to Unlocking Deeper SWOT Analysis with AI (The Code That Started It All — and How I Took It to the Next Level)
Author(s): Mukundan Sankar Originally published on Towards AI. I thought I had cracked the code for automated SWOT analysis… until Neuro-symbolic AI revealed an entirely new layer of depth. This member-only story is on us. Upgrade to access all of Medium. Image …
How To Learn Any Language Efficiently With AI?
Author(s): Nicolas MARTIN Originally published on Towards AI. Learning a language is often difficult and requires dozens of classes until reaching a reasonable level. Unfortunately, a lot of people in the world cannot afford to have quality classes. In addition, we can …
![[AI/ML] Keswani’s Algorithm for 2-player Non-Convex Min-Max Optimization](https://miro.medium.com/v2/resize:fit:700/1*gtYIsACNBX9EvoDj3RyXkw.png "[AI/ML] Keswani’s Algorithm for 2-player Non-Convex Min-Max Optimization")
[AI/ML] Keswani’s Algorithm for 2-player Non-Convex Min-Max Optimization
Author(s): Shashwat Gupta Originally published on Towards AI. Keswani’s Algorithm introduces a novel approach to solving two-player non-convex min-max optimization problems, particularly in differentiable sequential games where the sequence of player actions is crucial. This blog explores how Keswani’s method addresses common …
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