Innotescus LLCThe 3 Major Advantages of Annotating VideoAlmost all computer vision applications rely on annotated images to train, test, and validate the models that power them. Annotating these…Apr 29, 2021Apr 29, 2021
Innotescus LLCThe Next Big Thing in Annotation: Assisted Video AnnotationMachine learning is transforming businesses around the world. It’s already a $7.3 billion market and is expected to continue its explosive…Apr 14, 2021Apr 14, 2021
Innotescus LLCSynthetic Data: What, Why, and How? — innotescusSynthetic Minority Oversampling TechniqueApr 7, 2021Apr 7, 2021
Innotescus LLCIs There 20/20 Vision in Computer Vision? — innotescusComputer vision (CV) has made incredible strides in accuracy and applicability. Object classification, in many applications, can achieve…Oct 28, 2020Oct 28, 2020
Innotescus LLCUsing Computer Vision to Tackle COVID before It Spreads — innotescusIt’s October 2020 and, as the seasons change, the world is waiting to see whether recent upticks in cases of COVID-19 in many communities…Oct 13, 2020Oct 13, 2020
Innotescus LLCIt’s the Journey — An Iterative, Process for Data Cleaning — innotescus“It is good to have an end to journey toward; but it is the journey that matters, in the end.”Sep 21, 2020Sep 21, 2020
Innotescus LLCHow To Write An Effective Annotation Specification Document for Machine Learning — innotescusLet’s face it, most data scientists dread annotation. That’s the process of manually labelling items in supervised machine learning…Sep 9, 2020Sep 9, 2020
Innotescus LLCWill Your ML Project Ever Make it to Production? — innotescusWhat are the odds that your ML project will reach production?Aug 28, 2020Aug 28, 2020
Innotescus LLCReducing Model Bias — ML’s Great Challenge — innotescusArguably, the most important challenge facing machine learning today involves both data science and social equity: reducing bias in ML…Jul 28, 2020Jul 28, 2020
Innotescus LLCThe Final Stages: Choosing, Training, and Deploying a Machine Learning Model — innotescusWe’re nearing the finish line! We’ve collected data, meticulously and thoughtfully prepared it, gone through the process of feature…Jul 2, 2020Jul 2, 2020
