tl;dr A step-by-step tutorial to upscale anime images by 2x using Waifu2x and CARN V2 super resolution models. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
tl;dr A step-by-step tutorial to generate spoken audio from text automatically using a pipeline of Nvidia’s Tacotron2 and WaveGlow models and applying speech enhancement. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough....
tl;dr A step-by-step tutorial to generate spoken audio from text automatically using the enterprise-grade SileroTTS model and applying speech enhancement. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
tl;dr A step-by-step tutorial to detect people in photos automatically using the ultra-fast You-Only-Look-Once (YOLOv5) model. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
A recent paper by Japanese researchers shows how they built a system to fully automate the process of translating manga from Japanese to English. Given a manga page, the system translates and replaces the original Japanese text with English and formats it nicely on the page. Contextual Information from Manga Images One of the novel innovations of this recent paper titled “Towards Fully Automated Manga Translation” by Japanese researchers Ryota Hinami et al....
tl;dr A step-by-step tutorial to train a BioBERT model for named entity recognition (NER), extracting diseases and chemical on the BioCreative V CDR task corpus. Our model is #3-ranked and within 0.6 percentage points of the state-of-the-art. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough....
Part 2 of our roundup featuring the latest and greatest AI advancements and directions from 2020. We cover the global shortage of AI talent, Graph Neural Networks being the hotest research area and a new Macbook for machine learning. AI Talent in Shortage, in High Demand byt not Pandemic Proof As companies around the world started to embrace AI in 2017 to 2019 and aggressively hire AI talent, demand outstripped supply from universities and institutions of higher learning....
Part 1 of our roundup featuring the latest and greatest AI advancements and directions from 2020. Today we cover AlphaFold’s biology breakthrough, controllable tennis videos and causality touted as the next step for AI. AlphaFold’s Winning Protein-structure Prediction Competition CASP By a Mile is AI’s Biggest Breakthrough this Year AlphaFold2, an AI program developed by DeepMind, completely blew away the competition in a protein-structure prediction competition, CASP, so much so, the co-founder of the competition has commented that “in some sense” the 50-year old problem, is solved....
tl;dr A step-by-step tutorial to remove backgrounds from photos automatically with DeepLabV3-ResNet101 to create that killer professional photo for your next LinkedIn profile picture. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough....
tl;dr A step-by-step tutorial to train a state-of-the-art model with BERT for named entity recognition (NER) in mandarin, 中文命名实体识别. Our model beats the state-of-the-art by 0.7 percentage points. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough....