Archives for July, 2020 - Page 8
Through this article, we will discuss how the batch normalization helps in building an efficient model. Batch normalization is a feature that we add between the layers of the neural network and it continuously takes the output from the previous layer and normalizes it before sending it to the next layer. This has the effect of stabilizing the neural network. Batch normalization is also used to maintain the distribution of the data.
The post Hands-On Guide To Implement Batch Normalization in Deep Learning Models appeared first on Analytics India Magazine.
In an attempt to automate industrial designing, researchers from Princeton University and Columbia University introduced a large dataset of 15 million two-dimensional real-world computer-aided designs — SketchGraphs. Along with that to facilitate research in ML-aided design, they also launched an open-source data processing pipeline. Introduced during the International Conference on Machine Learning, SketchGraphs is aimed…
The post The Largest CAD Dataset Released With 15M Designs appeared first on Analytics India Magazine.
Neural architecture search (NAS) deals with the selection of neural models for specific learning problems. NAS, however, is computationally expensive for automating and democratising machine learning. The initial success of NAS was attributed partially to the weight-sharing method, which helped in the dramatic acceleration of probing the architectures. But why is the weight sharing method…
The post What Is Weight Sharing In Deep Learning And Why Is It Important appeared first on Analytics India Magazine.
The Computer Vision Developer Conference, CVDC 2020, has interesting talks and sessions around the latest developments in the field of computer vision. The two-day conference, scheduled for 13 and 14 August will host paper presentations, tech talks and workshops for computer vision practitioners. The virtual conference will uncover some of the most interesting developments, and…
The post 11 Talks To Look Forward To At CVDC 2020 appeared first on Analytics India Magazine.
Weekend hackathons are fun, aren’t they! In our last weekend hackathon, we introduced a new and unique problem statement using UCI open dataset. But, we were big-time disappointed as some of the participants ended up probing the leaderboard. However, we decided to host an open UCI dataset competition again this weekend. So In this weekend…
The post Power Plant Energy Output Prediction: Weekend Hackathon #13 appeared first on Analytics India Magazine.
This article will demonstrate how we can build an image segmentation model using U-Net that will predict the mask of an object present in an image. The model will localize the object in the image using this method.
The post My experiment with UNet – building an image segmentation model appeared first on Analytics India Magazine.
Often hackers and web criminals use cryptocurrency due to its pseudonymous nature. Law enforcement, government and investigation agencies now have access to specialised analytics tools that can scan otherwise hard to track the trail of transactional data on public blockchains. Blockchain analytics makes it possible to follow who is buying what and paying for which…
The post Top Blockchain Analytics Companies And What They Do appeared first on Analytics India Magazine.
Through this article, we will discuss How to use Seaborn
Visualizing different statistical charts, Various plotting functions in Seaborn, Different parameters for seaborn visualization.
The post A Beginners Guide To Seaborn, Python’s Visualization Library appeared first on Analytics India Magazine.
Through this article, we will discuss How to use Seaborn
Visualizing different statistical charts, Various plotting functions in Seaborn, Different parameters for seaborn visualization.
The post A Beginners Guide To Seaborn, Python’s Visualization Library appeared first on Analytics India Magazine.
Through this article, we will discuss How to use Seaborn
Visualizing different statistical charts, Various plotting functions in Seaborn, Different parameters for seaborn visualization.
The post A Beginners Guide To Seaborn, Python’s Visualization Library appeared first on Analytics India Magazine.