Building your own object detector — PyTorch vs TensorFlow and how to even get started?

Building Your Own Object Detector — PyTorch vs TensorFlow

We live in an amazing time where even beginners can take on project that  were the sole domains of expert researchers a decade ago or... Details
Can open-source machine learning enhance CCTV at train stations?

Can open-source machine learning enhance CCTV at train stations?

Can security surveillance systems and associated analytics work in a station environment without disrupting the rail network? An interesting competition us underway in the UK... Details
Detecting COVID-19 in X-ray images using Deep Learning

Detecting COVID-19 in X-ray Images using Deep Learning

In this tutorial, you will learn how to detect COVID-19 in X-ray images using Tensorflow and Keras. Like most people in the world right now,... Details
An AI Can Summarize Videos

An AI Can Summarize Videos

Two Minute Papers looks at the paper "CLEVRER: CoLlision Events for Video REpresentation and Reasoning."  Details
Computer Vision For Quality Control: Cross-Industrial Applications

Computer Vision For Quality Control: Cross-Industrial Applications

Computer have wide applications across industries for quality control. For instance, the majority of all medical data is image-based: The assessment of X-rays and scans... Details
FYI: You can trick image-recog AI into, say, mixing up cats and dogs – by abusing scaling code to poison training data

Tricking Image Recognition AI by Poisoning Training Data

If you've ever attended one of my neural network talks, you know that I point out that what neural networks learn is not what you... Details
JavaScript Face Detection with face-api.js

Face Detection in JavaScript with face-api.js

The face-api.js JavaScript module implements convolutional neural networks to solve for face detection and recognition of faces and face landmarks. The face-api.js leverages TensorFlow.js and... Details
mediapipe/mediapipe/docs/object_tracking_mobile_gpu.md

Object Detection and Tracking

Here's an interesting computer vision project on GitHub. This doc focuses on the below example graph that performs object detection and tracking. Note that object... Details
Create Image Classification and Recommendation Models with the ML.NET Model Builder

Create Image Classification and Recommendation Models with the ML.NET Model Builder

Jon Wood shows the new models you can build with the updated ML.NET Model Builder in this video. Related Links: Announcement blog post - https://devblogs.microsoft.com/dotnet/ml-net-model-builder-updates/... Details
Facial Recognition with Python

Facial Recognition with Python

sentdex has created a tutorial for implementing the face recognition package for Python. Check out a text-based tutorial and the sample code. Details