Computer vision

Custom Training Pipeline for Object Detection Models

What if you desire to write the entire object detection training pipeline from scratch, so you possibly can understand each step and give you the option to customize it? That’s what I got down...

On-Device Machine Learning in Spatial Computing

The landscape of computing is undergoing a profound transformation with the emergence of spatial computing platforms(VR and AR). As we step into this recent era, the intersection of virtual reality, Augmented Reality, and on-device...

Roadmap to Becoming a Data Scientist, Part 4: Advanced Machine Learning

Introduction Data science is undoubtedly probably the most fascinating fields today. Following significant breakthroughs in machine learning a couple of decade ago, data science has surged in popularity throughout the tech community. Every year, we witness increasingly...

A Personal Take On Computer Vision Literature Trends in 2024

I have been constantly following the pc vision (CV) and image synthesis research scene at Arxiv and elsewhere for around five years, so trends grow to be evident over time, and so they shift...

The subsequent generation of neural networks could live in hardware

Once the network has been trained, though, things get way, way cheaper. Petersen compared his logic-gate networks with a cohort of other ultra-efficient networks, akin to binary neural networks, which use simplified perceptrons that...

Helping robots zero in on the objects that matter

Imagine having to straighten up a messy kitchen, starting with a counter...

Researchers leverage shadows to model 3D scenes, including objects blocked from view

Imagine driving through a tunnel in an autonomous vehicle, but unbeknownst to...

InstructIR: High-Quality Image Restoration Following Human Instructions

A picture can convey an important deal, yet it can also be marred by various issues comparable to motion blur, haze, noise, and low dynamic range. These problems, commonly known as degradations in low-level...

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