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Areas Served: Image Processing Basics through OpenCV
Author(s): Shuvayan Ghosh Dastidar Originally published on Towards AI. Photo by Shahadat Rahman on Unsplash In computer science, digital image processing is the use of a digital computer to process digital images through an algorithm.[1] An image is taken as input and …
Understanding the IoU Metric in Object Detection
Author(s): Pushkar Pushp Originally published on Towards AI. Computer Vision https://images.unsplash.com/photo-1453728013993-6d66e9c9123a?ixlib=rb-1.2.1&ixid=eyJhcHBfaWQiOjEyMDd9&auto=format&fit=crop&w=1950&q=80 Introduction In this post, we will cover the metric used for the evaluation of the object detection model. The metric is invariant of algorithms whether one uses RCNN, Fast-RCNN, Faster- RCNN, …
How To Develop A Game Using Computer Vision
Author(s): Ritheesh Baradwaj Yellenki Originally published on Towards AI. Computer Vision Playing A Racing Game using Hand Tracking, Artificial Intelligence Picture made using Canva If you are an excited geek and love Computer Vision, AI here is an interesting application for you. …
Create a Dataset for Object Detection
Author(s): Pushkar Pushp Originally published on Towards AI. Computer Vision Create a Dataset for Object Detection Source: Unsplash Introduction The first step for most computer vision tasks such as classification, segmentation, or detection is to have custom data for your problem set. …
Sign Language Classification Using Monk AI
Author(s): Shubham Gupta Originally published on Towards AI. Computer Vision Sign language is a communication tool for deaf and dumb people in which hand, facial and body movements are used to communicate. There are over 135 different sign languages all around the …
9 ???? Object Detection Datasets
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Photo by Jimmy Chang on Unsplash Starter code Available using Monk Libraries In this article, I am going to share a few datasets for Object Detection. Starter code is provided in Github and …
Chest X-Ray Based Pneumonia Classification
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Monk Library U+1F4CCMonk is an opensource low-code tool for computer vision and deep learning. Monk …
The Role of Dataset Classes in Transfer Learning
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision Photo by Josh Applegate on Unsplash What do you do with a deep learning model …
Geometric Transformations on Images
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision Table of contents Scaling Translation Rotation Affine Transformation Perspective Transformation Scaling Image scaling refers to …
Image Enhancement
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Table of contents Image Enhancement Pillow special functions OpenCV CLAHE Image Enhancement Need for Enhancement …
![Features in Image [Part -2]](https://miro.medium.com/v2/resize:fit:625/1*ELEtgIoW6AbMuQgGSSyIQA.gif)
Features in Image [Part -2]
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Feature extraction and visualization using OpenCV and PIL Level A features HoG features Histogram of …
![Features in Image [Part -1]](https://miro.medium.com/v2/resize:fit:856/1*cJTAwYKrKkIKoysADDmRLg.png)
Features in Image [Part -1]
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Table of contents Image Features Corners as features Feature extraction and visualization using OpenCV and …
Image Processing Libraries in Python
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Reference: https://www.tessellateimaging.com/ Table of contents OpenCV Python Pillow Scikit Image Conversions Quiz OpenCV What is …
How I Nailed My First Data Science Internship
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Reference: https://monkai-42.firebaseapp.com/ I am just a noob in studies. I am 2019 passed out of NIT Nagpur, with 6.4 CGPA. I did not get a job in campus placement. But the big question!! …
Computer Vision with fast.ai
Author(s): Dhairya Kumar Originally published on Towards AI. Building and Deploying an Image Classifier U+007C Towards AI Build and deploy an image classifier using fast.ai and Render Computer vision is ubiquitous and it has tons of real-life applications like object detection, face …
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