InfoWorld

How to choose the best LLM using R and vitals

Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.
IEEE

DA-FSOD: A Novel Data Augmentation Scheme for Few-Shot Object Detection

Abstract: Deep learning techniques continue to be used in various applications in recent years. However, when it is difficult to obtain adequate training samples, the performance of the depth model ...
IEEE

Back to Reality: Learning Data-Efficient 3D Object Detector With Shape Guidance

Abstract: In this paper, we propose a weakly-supervised approach for 3D object detection, which makes it possible to train a strong 3D detector with position-level annotations (i.e. annotations of ...
GitHub

YOLOv8 Webcam Object Detection

This repository contains a Python script for real-time object detection using YOLOv8 with a webcam. The script captures live video from the webcam or Intel RealSense Computer Vision, detects objects ...
GitHub

[NeurIPS 2024] OoD-ViT-NAS: Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights

While Vision Transformer (ViT) have achieved success across various machine learning tasks, deploying them in real-world scenarios faces a critical challenge: generalizing under Out-of-Distribution ...