Four Tips to Pick Your Goldilocks AI Project

Four Tips to Pick Your Goldilocks Problem for AI

Why Selecting The Right Business Problem to Use AI to Solve is Essential The Following is Adapted from Real World AI. When your company is just starting to explore AI, picking the first problem to solve is just as important as coming up with the AI solution itself. Pick a problem that’s too big or difficult, and your AI project …

Active Learning vs Weak Supervision

ML Techniques: Active Learning vs Weak Supervision

A Comparison of Two Popular Machine Learning Techniques Machine learning (ML) has grown exponentially as a field, but a familiar roadblock remains for many businesses: data. Training ML algorithms traditionally requires enormous amounts of manually-labeled data. The sheer size of data needed is often not available at scale and costly, not to mention the time and effort required to label …

Real World AI Now Available

AI Experts Provide Comprehensive Insights in Real World AI: A Practical Guide for Responsible Machine Learning

New book offers full lifecycle, story-backed best practices for launching and scaling successful and responsible AI programs SYDNEY; SAN FRANCISCO — March 16, 2021 — Appen Limited (ASX:APX), the leading provider of high-quality training data for leading companies that develop machine learning, speech recognition, and computer vision algorithms, today announced a new book, Real World AI: A Practical Guide for …

what is video annotation

Video Annotation: What Is It and How Automation Can Help

The Benefits of Automated Video Annotation for Your AI Models Similar to image annotation, video annotation is a process that teaches computers to recognize objects. Both annotation methods are part of the wider Artificial Intelligence (AI) field of Computer Vision (CV), which seeks to train computers to mimic the perceptive qualities of the human eye. In a video annotation project, a …

callminer case study

CallMiner Delivers Fast and Accurate Customer Insights with Large-Scale Annotation Solution

Appen is so fast. Using their platform, we could do overnight what used to take us a month. Appen is wonderfully efficient. – Rick Britt, Vice President of AI, CallMiner The Company Founded in 2002, CallMiner is the pioneer of the artificial intelligence (AI)-powered speech analytics space. In the years since, the company has continued to advance its AI software …

computer vision data sheet

Appen’s Computer Vision Expertise

At Appen, we provide high-quality annotated training data to power the world’s most innovative machine learning and business solutions. We can support you from point cloud, image, and video annotation to pre-labeling and pixel-level semantic segmentation (PLSS). We’re here to help through the various phases such as identifying and processing objects in images and videos, to providing you high-quality data …

Natural Language Processing & Speech Technology data sheet

Natural Language Processing & Speech Technology at Appen

At Appen, our natural language processing & speech technology expertise spans over 25 years, over which time we have acquired advanced resources and expertise on the best formula for successful NLP projects. From text, speech, and audio collection to annotation, transcription, classification, and evaluation, we give you the high-quality training data you need to deploy world-class models at scale. Whatever …