Custom YOLOv5 Model Deployment on ELF2 Development Board
Prepraing Custom Dataset
Organize VOC-format dataset with this directory structure:
VOC_CUSTOM/
├── Annotations/
├── ImageSets/
│ └── Main/
└── JPEGImages/
Execute dataset splitting script:
# dataset_split.py
import os
import random
import argparse
parser = argparse.ArgumentParser()
parser.add_argument('--xml_path', default='Annotations/', ...
Posted on Fri, 31 Jul 2026 16:42:10 +0000 by richardjh
Deploying PaddleOCR-VL for Efficient Inference with GPUStack
In the fiercely competitive field of global multimodal document parsing, Baidu's PaddleOCR-VL model has made a significant impact. This lightweight multimodal model, with only 0.9B parameters, not only topped the OmniDocBench V1.5 leaderboard with a comprehensive score of 92.6 but also achieved state-of-the-art (SOTA) results in four core capab ...
Posted on Thu, 16 Jul 2026 16:48:41 +0000 by Dani34
Integrating Machine Learning Models into Web Applications with Flask
Required Tools
This implementation requires Flask, a lightweight Python web framework, and Pickle for model serialization.
Flask provides a minimal foundation for web development with:
Simple routing system for URL management
Jinja2 template integration for dynamic content
RESTful API suport capabilities
Extensible architecture through various ...
Posted on Thu, 14 May 2026 10:59:28 +0000 by AIS4U