Building a robust and accurate shipping container number OCR recognition system using SOTA machine learning techniques. This post is focused on the training, workflow, deployment and key takeaways.
Building a robust and accurate shipping container number OCR recognition system using SOTA machine learning techniques. This post is focused on the tools, image annotation, data preparation.
Building a robust and accurate shipping container number OCR recognition system using SOTA machine learning techniques. This post is focused on the task, challenges, and design of the system.
Detailed implementation of YOLOv8 object detection with OpenCV in Rust using ONNX models.
Introduction of ANN vector search and guide on creating a CBIR system with Milvus Vector Database for reverse image search.
Notes on setting up PaddleOCR from scratch on Jetson Nano using CUDA. Includes OS preparation, VNC, paddlepaddle-gpu installation, and speed tests with CUDA and TensorRT.
Save (Python) PIL or OpenCV images to HDF5 file to reduce file size for large dataset.
A Step by step guide to set up a home/office surveillance system with face recognition based on Dlib using Python.
This tutorial guides how to set up CUDA for Tensorflow-gpu in Ubuntu 18.04.
Attempts and comparison of edge detection for shoe components, from traditional computer vision to deep learning.