18 All-Time Classic Open Source Computer Vision Projects for Beginners
Overview Open source computer vision projects are a great segway to landing a role in the deep learning industry Start working on these 18 …
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object detection
A Beginner’s Guide to Focal Loss in Object Detection!
Introduction Object detection is one of the most widely studied topics in the computer vision community. It’s has been breaking into various industries with …
Playing with YOLO v1 on Google Colab
Object Detection is a computer vision task in which you build ML models to quickly detect various objects in images, and predict a class …
Selecting the Right Bounding Box Using Non-Max Suppression (with implementation)
Overview Understand the concept of Non-Max Suppression Learn how object detection algorithms use Non-Max Suppression Implement non-max suppression using NMS function in PyTorch Introduction …
Facebook AI Launches DEtection TRansformer (DETR) – A Transformer based Object Detection Approach!
Introduction Every once in a while, a machine learning framework or library changes the landscape of the field. Today, Facebook open sourced one such …
Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills
Overview Learn how to build your own Social Distancing Tool using your Deep Learning and Computer Vision skills Understand the State-of-the-Art architectures (SOTA) for …
Hands-On Tutorial on Real-Time Lane Detection using OpenCV (Self-Driving Car Project!)
Introduction I got a glimpse of my first self-driving car almost a decade ago when the folks at Google were still experimenting with a …
Build your own Vehicle Detection Model using OpenCV and Python
Overview Excited by the idea of smart cities? You’ll love this tutorial on building your own vehicle detection system We’ll first understand how to …
Howzatt! How to Build Your Own Ball Tracking System for Cricket
Overview Learn how to build your own ball tracking system for cricket using computer vision and Python Understand different approaches for tracking fast-moving objects …
A Friendly Introduction to Real-Time Object Detection using the Powerful SlimYOLOv3 Framework
Overview Real-time object detection is taking the computer vision industry by storm Here’s a step-by-step introduction to SlimYOLOv3, the latest real-time object detection framework …
