Day 19: Object Detection using Detectron2 & Faster R-CNN | Computer Vision Bangla Course скачать в хорошем качестве

Day 19: Object Detection using Detectron2 & Faster R-CNN | Computer Vision Bangla Course

Day 19: Object Detection using Detectron2 & Faster R-CNN | Computer Vision Bangla Course Welcome to Day 19 of our Free Computer Vision Course! 🚀 After mastering the theory behind R-CNN and Faster R-CNN, it's time to write some code! Today, we introduce Detectron2—Facebook AI Research's (FAIR) next-generation library that implements state-of-the-art object detection algorithms. Writing a Faster R-CNN from scratch is complex and time-consuming. In this live session, we will show you how to use the power of Detectron2 (built on PyTorch) to implement high-performance Object Detection models in just a few lines of code. 👨‍💻 What You Will Learn in This Practical Session: 👉 Introduction to Detectron2: Why it is the industry standard for Object Detection and Segmentation. 👉 Environment Setup: How to install Detectron2 and its dependencies in Google Colab/Local machine. 👉 Model Zoo: Accessing pre-trained Faster R-CNN models provided by Facebook AI. 👉 Configuration: Understanding the CfgNode system to customize model parameters (thresholds, device, weights). 👉 Inference: Running object detection on images and videos using pre-trained weights. 👉 Visualization: Using the Visualizer to draw professional bounding boxes and class labels. This is a hands-on session! Be ready to code along. 📢 Follow Inception BD for more information: 🌐 Website: https://inceptionbd.com/ 📢 Follow us on Social Media: 🔗 Our Automation Channel:-    / @inceptionautomation   🔗 Our Facebook Page:-   / inceptionforfuture   🔗Our Facebook Group:-   / inceptionforall   🔗Our LinkedIn:-   / inceptionbd   🔗Our Telegram Channel:- https://t.me/inception_bd 🔗Our What's App Community:- https://chat.whatsapp.com/CbHbKxRNeyg... 🎯 Gmail:- learn.inception@gmail.com 🔴 Keywords Covered in this Video: 👉 Detectron2 Tutorial Bangla 👉 Object Detection with Detectron2 👉 Faster R-CNN Implementation in PyTorch 👉 How to install Detectron2 👉 Facebook AI Research Object Detection 👉 Computer Vision Project Day 19 👉 Running Inference with Faster R-CNN 👉 Deep Learning Bangla Tutorial 🔔 Connect with Inception BD: Don't forget to Subscribe and hit the bell icon so you don't miss any live sessions or new tutorials! Let's inception for the future.... #Detectron2 #FasterRCNN #objectdetection #pytorch #fair #computervision #banglatutorial #day19 #inceptionbd #computervisionbangla #freecourse