AI, being no longer confined to passive algorithms, is transforming itself into autonomous agents that can perceive, reason, and act with increasing intelligence. These agents are designed to navigate ...
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FineTuning SAM2 for Leaf Disease Segmentation – Step-by-Step Tutorial
The agricultural and food industry relies heavily on the crop lifecycle. But did you know leaf diseases are a significant threat to agriculture worldwide? They reduce crop yields and harm food ...
Object Insertion in Gaussian Splatting: Paper Explanation and Training of MCMC in Gsplat
3D Gaussian splatting (3DGS) has recently gained recognition as a groundbreaking approach in radiance fields and computer graphics. It stands out as a jack of all trades, addressing challenges that ...
Depth Pro: The Sharp Monocular Metric Depth Estimation from Apple Explanation and Applications
Depth Pro, is an foundational zero shot metric depth estimation model from Apple ML, nails at creating high resolution, sharp monocular metric depth maps in less than a second. Depth Pro achieves SOTA ...
Fine-tuning Stable Diffusion 3.5: UI images
Recently, the interest in fine-tuning Stable Diffusion models has surged among AI enthusiasts and professionals, driven by the need to incorporate these models into specific requirements. This article ...
SimSiam: Streamlining SSL with Stop-Gradient Mechanism
SimSiam holds an eminent status in Self-Supervised Learning by simplifying Representation Learning without relying on negative pairs - typically employed in SimCLR to contrast between dissimilar ...
