Since the advent of diffusion models, Computer Vision has seen tremendous growth in image generation capabilities. This spans image generation models, techniques, datasets, pipelines, and libraries. ...
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Introduction to Ultralytics Explorer API
Ultralytics, the company renowned for developing the YOLOv8 model, has recently created a new exploratory data analysis tool, Ultralytics Explorer, to explore image datasets for computer vision. ...
YOLOv9: Advancing the YOLO Legacy
Advancing object detection technology, YOLOv9 stands out as a significant development in Object Detection, created by Chien-Yao Wang and his team. This new version introduces innovative methods such ...
Fine-Tuning LLMs using PEFT
Large Language Models (LLMs) have taken the world by storm, demonstrating an uncanny ability to understand and generate human language. However, while they excel at grasping general language patterns, ...
Depth Anything: Accelerating Monocular Depth Perception
Depth Anything represents a groundbreaking advancement in the field of monocular depth perception. This research article outlines the innovative approach taken in designing the Depth Anything model, ...
Deciphering LLMs: From Transformers to Quantization
This article is the first part of the Mastering LLMs series, Here we will discuss what LLMs are, their use cases, and the tasks they perform. We will also explain the underlying Transformer ...
