Object detection is a task in computer vision that involves identifying the presence, location, and type of one or more…
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The man with a suit and a straw hat
That seems abnormal. This is a common situation of anomaly detection in cases like predictive maintenance. In data scientists’ wording,…
Continue ReadingA Gentle Introduction to Object Recognition With Deep Learning
It can be challenging for beginners to distinguish between different related computer vision tasks. For example, image classification is straight…
Continue ReadingEnd-to-End Object Detection for Furniture Using Deep Learning
End-to-End Object Detection for Furniture Using Deep LearningWale AkinfaderinBlockedUnblockFollowFollowingMay 16Computer vision is a rapidly growing field in the technology and computer…
Continue Reading4 Steps to Start Machine Learning with Computer Vision
If so, you will not get into trouble using Keras, because this framework makes designing deep learning models incredibly simple–even…
Continue ReadingDevelopment of Real-time Drowsiness Detection System using Python
Development of Real-time Drowsiness Detection System using PythonGautam KumarBlockedUnblockFollowFollowingApr 22Figure 1: Drowsiness detection systemRoad accidents are nowadays very common. In India,…
Continue ReadingObject Detection Accuracy (mAP) Cheat Sheet
Object Detection Accuracy (mAP) Cheat Sheet6 Freebies to Help You Increase the Performance of Your Object Detection ModelsChristopher DossmanBlockedUnblockFollowFollowingApr 11Object detection…
Continue ReadingPerf Machine Learning on Rasp Pi
What products frameworks will fuel the inventions of tomorrow?If you’re unfamiliar with why Machine Learning is changing our lives, have…
Continue ReadingTidy Anomaly Detection using R
Data Scientists who use R are known to write clumsy code — code that is not very readable and code that is…
Continue ReadingA guide to Face Detection in Python
Well, consider a region D for which we would like to estimate the sum of the pixels. We have defined…
Continue ReadingGant Laborde
How to set up NSFW content detection with Machine LearningHow to free up space on your developer MacClean up your dev…
Continue ReadingFinding Lane Lines — Simple Pipeline For Lane Detection.
Finding Lane Lines — Simple Pipeline For Lane Detection. nachiket tanksaleBlockedUnblockFollowFollowingMar 1Identifying lanes of the road is very common task that human…
Continue ReadingData Science and Satellite Imagery
Data Science and Satellite ImageryWe introduce the workflow that powers object detection in satellite imagery using a real-world application in…
Continue ReadingBuilding a Better Profanity Detection Library with scikit-learn
Building a Better Profanity Detection Library with scikit-learnWhy existing libraries are uninspiring and how I built a better one. Victor ZhouBlockedUnblockFollowFollowingFeb…
Continue ReadingReview: MultiChannel — Segment Colon Histology Images (Biomedical Image Segmentation)
Review: MultiChannel — Segment Colon Histology Images (Biomedical Image Segmentation)Foreground Segmentation using FCN + Edge Detection Using HED + Object Detection Using…
Continue ReadingAn Awesome Tutorial to Learn Outlier Detection in Python using PyOD Library
PyOD on the Big Mart Sales Problem Now, let’s see how PyOD does on the famous Big Mart Sales…
Continue ReadingNLP and Sarcasm: What’s the Deal?
I know I have and it’s embarrassing. Take for example a saying of the internet, Poe’s Law. In short, the…
Continue ReadingWondering how to build an anomaly detection model?
Now, we’ll import the dataset and one thing to note here is that the dataset should be in the same…
Continue ReadingLive Object Detection
Live Object DetectionLive Object Detection using the Tensorflow Object Detection APIGilbert TannerBlockedUnblockFollowFollowingJan 31Figure 1: Live Object DetectionObject detection deals with…
Continue ReadingOpenCV Static Saliency Detection in a Nutshell
That’s the saliency of the ad, the part that pulls your interest even when you just saw it in a…
Continue ReadingTime Series of Price Anomaly Detection
Photo credit: PixabayTime Series of Price Anomaly DetectionAnomaly detection detects data points in data that does not fit well with the…
Continue ReadingSelf Driving Anki Vector
We mask. Masking Of Pac-Man SpritesYou can think of the masking we’re going to do here as just cropping the image.…
Continue ReadingFacial Recognition SPA for BNK48 Idol group using React and face-api.js
That’s why 30–50 members of idol group is a good number for testing. (not too few, not too many) And…
Continue ReadingDetecting Anomalies in Time Series Data: Deciphering the Noise and Zoning in on the Signals
Anomaly detection for time series data with deep learning – identifying the “unknown unknowns” One of the most effective ways…
Continue ReadingGenerating A Twitter Ego-Network & Detecting Communities
The rest of this post will highlight some methods of extracting insights from our network graph.Reminder that this is a…
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