CUDA error ‘torchvision::nms’ With YOLOv8 Model on NVIDIA GTX Card Solved by blog_1buq8n - October 30, 2024October 30, 20240 If you’re working on deep learning projects using YOLOv8 (You Only Look Once), you may have encountered the error: "CUDA error 'torchvision::nms' With YOLOv8 Model on NVIDIA GTX Card". This error typically arises in environments utilizing NVDIA's CUDA for GPU(graphics processing units) and video cards acceleration. This blog post provides a how-to guide with a step-by-step explanation to identify and resolve this error, allowing you to focus and continue building high-performance machine-learning models. What Does the Error Mean? We are using NVIDIA GeForce GTX 1050 GPU with 4GB VRAM to train a YOLOv8 model. NVDIA's GTX cards being economical solution when you are training models locally. There are high performing GPU cards like the latest one's RTX series (ray tracing). Also one can
No Audio With Systemd Command Service on Raspberry Pi Raspberry by komal swami - September 26, 2024September 26, 20240 while working on integrating sound playback into a flask service on an RPI. I encountered this issue where No Audio With Systemd Command Service on Raspberry Pi. Th issue where sound would play when running the Python script manually but when running it as a systems systemd service. After troubleshooting, I managed to solve the issue by making adjustments to the system's service file and sound configuration. here's a step-by-step guide. The solution was into basics, as you know there is thin line between, process context switch, process state switch and process mode switch. Context switch occurs between two different process while process mode switch occurs between two modes of same process but in these two 'context' is saved. Process
Push Notification Delivery To Specific User in Flutter with OneSignal python Solved by komal swami - June 20, 2024June 20, 20240 Introduction In today’s mobile-first world, push notifications are essential for user engagement. However, managing push notifications across multiple devices and sessions can be challenging. In this blog post, we'll explore a common issue where users do not receive notifications after logging out and logging back in, especially on different devices or accounts. To ensure seamless notification delivery, we'll share a comprehensive solution using OneSignal, Flutter, and Django REST API. The Problem We encountered a significant issue where users were not receiving notifications consistently. Specifically, the problem arose when users logged out and logged in again on different devices or with other accounts. This inconsistency led to a poor user experience and reduced engagement. Root Cause AnalysisThe primary issue was the improper handling of OneSignal’s