Conventional AI-based models aim to solve a given task from scratch by training and using a fine-tuned learning algorithm. But meta-learning seeks to improve that same learning algorithm, through various learning methods.
Thus, meta-learning is a...
If you are a content manager and own a business, you know how much time writing takes. One of your writers may produce content for your blog every week, for example, a content-rich article of about 1,000 words. It soon adds up to 10,000 words of...
The clarity of annotation guidelines is a key building block to obtain quality data used to train machine learning models. Proper training and annotation guidelines for human labelers are key factors directly determining how well those models will...
Computer vision data sets are essential for training machine learning models to detect objects, faces, and other visual features. However, it can be difficult to know what to annotate and how to do it correctly.
The rise of eLearning has made education more accessible than ever before. The eLearning industry is valued at $315B in revenue, which makes it a lucrative sector many companies are stepping into. However, eLearning providers face one challenge:...
Speech and video data masking is a technology developed to protect the privacy of individuals in video and audio recordings. This can be useful for law enforcement agencies that need to collect, share or release evidence but do not want to release...
Text-to-speech (TTS) technology transforms written text into audio format with a human-like voice. It is based on natural language processing and machine learning algorithms, and can be used on a wide...
On March 22, 2023, we attended SlatorCon Remote, an online event where language industry experts and leaders come together to discuss this fascinating industry that is in constant growth. Among the hot topics are new emerging markets and how...
Developing, validating and training a network from scratch can be an enormous task, in addition to requiring large data sets. This is why fine-tuning is so interesting.
Artificial Intelligence (AI) is a rapidly growing field whose goal is to revolutionize many aspects of our lives by making them easier and more automated. However, as AI systems become more powerful, there is a growing need to ensure that they are...
