Getting Started with OrangePi AIpro Development Board
OrangePi AIpro Overview
Hardware Specifications
The OrangePi AIpro is a high-performence AI development board featuring:
Component
Details
Processor
4-core 64-bit ARM (1 core reserved for AI)
AI Accelerator
Huawei Ascend 310B (4 TFLOPS FP16, 8 TOPS INT8)
Memory
8GB/16GB LPDDR4X @ 3200Mbps
Storage
32MB SPI Flash, microSD slot, eMMC ...
Posted on Mon, 08 Jun 2026 17:14:30 +0000 by tymlls05
Flask-Based Web Interface for YOLOv5 Object Detection on Images and Videos
This guide demonstrates how to wrap the YOLOv5 model in a lightweight Flask service that lets users upload an image or a short video, view the detections in the browser, and download the annotated result.
What the service provides
Drag-and-drop or click-to-upload for images and MP4 videos.
Real-time preview of the original and processed media. ...
Posted on Fri, 15 May 2026 15:14:41 +0000 by DeltaRho2K
Architectural Breakdown and Operational Workflow of YOLOv5
Model Parameter Profiling
Utility functions in torch_utils facilitate the analysis of model complexity, including layer counts, parameter volumes, and computational load (FLOPs). The following snippet demonstrates how to aggregate parameter statistics and estimate floating-point operations using a dummy input tensor aligned with the model's str ...
Posted on Mon, 11 May 2026 10:06:51 +0000 by smith.james0