Archives for Facebook AI research - Page 2
AugLy combines modalities like audio, video, image and text, to help algorithms better understand and deal with complex content.
The post The Good, The Bad And The AugLy: Behind Facebook’s Newly Open-Sourced Library appeared first on Analytics India Magazine.
Facebook AI Research (FAIR) has published a research paper introducing Hidden Unit BERT (HuBERT), their latest approach for learning self-supervised speech representations. According to FAIR, self-supervised techniques for speech recognition are currently limited due to three factors: First, the presence of multiple sound units in each input utterance; secondly, the absence of lexicons of input…
The post HuBERT: Facebook’s Latest Approach To Self-Supervised Speech Representation Learning appeared first on Analytics India Magazine.
Facebook’s AI wing recently announced that it will open-source its FLORES-101 database to allow researchers to benefit from the work and use it to improve multilingual translation models. FLORES-101 is a many-to-many evaluation data set which covers 101 different languages. The database is available, along with a tech report and models, here for free use…
The post Facebook Gives Away Its Largest Language Database For Free appeared first on Analytics India Magazine.
Facebook's D2Go with in-built Detectron2 is the state-of-the-art toolkit for training & deployment of computer vision models on mobile devices
The post How Facebook’s D2Go Brings Detectron2 To Mobile appeared first on Analytics India Magazine.
Facebook AI introduced a new dataset, Casual Conversations, to measure the robustness of AI models.
The post Facebook’s New Dataset To Make Facial Recognition Models More Inclusive appeared first on Analytics India Magazine.
While image classification sounds like a simple process to human ears, it can be a daunting task for machines. Thus, purely based on attention, neural networks have dramatically improved image understanding tasks; however, these visual transformers have typically been pre-trained with massive sets of images using expensive infrastructures. This, in turn, restrains a larger part…
The post Tech Behind Facebook AI’s Latest Technique To Train Computer Vision Models appeared first on Analytics India Magazine.
Object detection is a tedious job, and if you ever tried to build a custom object detector for your research there are many factors architectures we have to think about, we have to consider our model architecture like FPN(feature pyramid network) with region purposed network, and on opting for region proposal methods we have Faster…
The post Detectron2: Guide To Next-Generation Object Detection appeared first on Analytics India Magazine.
In recent news, the research team at Facebook has introduced a general AI bot, ReBeL that can play both perfect information, such as chess and imperfect information games like poker with equal ease, using reinforcement learning. As the company says, it is a big step towards creating a general AI algorithm that could perform well…
The post This AI Algorithm From Facebook Can Play Both Chess And Poker With Equal Ease appeared first on Analytics India Magazine.
In recent news, the research team at Facebook has introduced a general AI bot, ReBeL that can play both perfect information, such as chess and imperfect information games like poker with equal ease, using reinforcement learning. As the company says, it is a big step towards creating a general AI algorithm that could perform well…
The post This AI Algorithm From Facebook Can Play Both Chess And Poker With Equal Ease appeared first on Analytics India Magazine.
Researchers at Facebook AI recently introduced and open-sourced a new framework for self-supervised learning of representations from raw audio data known as wav2vec 2.0. The company claims that this framework can enable automatic speech recognition models with just 10 minutes of transcribed speech data. Neural network models have gained much traction over the last few…
The post Facebook Is Giving Away This Speech Recognition Model For Free appeared first on Analytics India Magazine.