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…5 min read·Apr 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…4 min read·Apr 14, 2021----
Innotescus LLCSynthetic Data: What, Why, and How? — innotescusSynthetic Minority Oversampling Technique2 min read·Apr 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…4 min read·Oct 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…3 min read·Oct 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.”6 min read·Sep 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…4 min read·Sep 9, 2020----
Innotescus LLCWill Your ML Project Ever Make it to Production? — innotescusWhat are the odds that your ML project will reach production?4 min read·Aug 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…3 min read·Jul 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…8 min read·Jul 2, 2020----
