AI Shorts

MIScnn: A Python Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning – Marketing Article

Image Source: https://github.com/frankkramer-lab/MIScnn The increased need for automatic medical image segmentation has been created due to the enormous usage of modern medical imaging in technology. Despite this large need, the current medical image segmentation platforms do not provide required functionalities for the plain setup of medical image segmentation pipelines. Therefore this paper introduces the open-source Python library MIScnn. MIScnn is an opensource framework with intuitive APIs allowing the fast setup of medical image segmentation pipelines with Convolutional Neural Network and DeepLearning models…

Read More

‘CharacterLipSync’, a deep learning system generating real-time lip-sync for live 2-D animation – Marketing Article

Image Source: Paper https://arxiv.org/pdf/1910.08685.pdf Two researchers at Adobe Research and the University of Washington recently published a paper, introducing a deep learning-based system that creates dwell lip sync for 2D animated characters. The system uses a long-short-term memory (LSTM) model to generate live lip sync for layered 2D characters. According to the paper, “Our system takes streaming audio as input and produces viseme sequences with less than 200ms of latency (including processing time).” -Advertisement- The results of…

Read More

Pyforest– Importing Python Data Science Libraries in One Line of Code – Marketing Article

Image source: https://github.com/8080labs/pyforest/blob/master/examples/assets/pyforest_demo_in_jupyter.gif To import libraries in python, different lines of codes are required. import pandas as pd import matplotlib.pyplot as plt import seaborn as sns import numpy as np ##imported pandas, matplotlib, seaborn and numpy This new library “Pyforest” can reduce the set of above codes to one single code. Now, you can import most of the libraries using a single line of code of Pyforest. -Advertisement- Below is the terminal installation From the terminal, enter:…

Read More