A Comprehensive Tutorial to learn Convolutional Neural Networks from Scratch (deeplearning.ai Course #4)
Introduction If you had to pick one deep learning technique for computer vision from the plethora of options out there, which one would you …
object detection
Building a Face Detection Model from Video using Deep Learning (Python Implementation)
Introduction “Computer vision and machine learning have really started to take off, but for most people, the whole idea of what a computer is …
A Practical Guide to Object Detection using the Popular YOLO Framework – Part III (with Python codes)
Introduction How easy would our life be if we simply took an already designed framework, executed it, and got the desired result? Minimum effort, …
A Practical Implementation of the Faster R-CNN Algorithm for Object Detection (Part 2 – with Python codes)
Introduction Which algorithm do you use for object detection tasks? I have tried out quite a few of them in my quest to build …
A Step-by-Step Introduction to the Basic Object Detection Algorithms (Part 1)
Introduction How much time have you spent looking for lost room keys in an untidy and messy house? It happens to the best of …
Performing Speech and Object Recognition using just One Model with MIT’s ML System
Overview Researchers from MIT have developed a model that combined the speech recognition and object detection The model was trained on 400,000 image-caption pairs, …
MIT’s Open Source Algorithm Automates Object Detection in Images (with GitHub link)
Overview MIT’s CSAIL researchers have unveilved an approach that automates certain parts of image editing, including object detection The approach is called Semantic Soft …
Top 10 Pretrained Models to get you Started with Deep Learning (Part 1 – Computer Vision)
Introduction Pretrained models are a wonderful source of help for people looking to learn an algorithm or try out an existing framework. Due to …
IIT Hyderabad Researchers are using Machine Learning to Identify Bike Drivers without Helmets
Overview Researchers from IIT Hyderabad have designed a system that can detect bike drivers without helmets A convolutional neural network is at the core …
Ultimate Guide: Building a Mask R-CNN Model for Detecting Car Damage (with Python codes)
Introduction The applications of computer vision continue to amaze. From detecting objects in a video, to counting the number of people in a crowd, …
