Developers Corner

DDPS

Guide To Differentiable Digital Signal Processing (DDSP) Library with Python Code

DDSP is an audio generation library that uses classical interpretable DSP elements (like filters, oscillators etc.) with deep learning models.

PyTorch Profiler: Major Features & Updates

The Profiler collects both GPU and framework related information.

Barlow Twins

A Guide to Barlow Twins: Self-Supervised Learning via Redundancy Reduction

Barlow twins is a novel architecture inspired by the redundancy reduction principle in the work of neuroscientist H. Barlow.

DeiT

Introducing DeiT: Data-Efficient Image Transformers

Only vision transformers (ViT) have been able to achieve state-of-the-art performance on ImageNet without using convolution.

GSDT MOT

What is GSDT: GNNs for Simultaneous Detection and Tracking

GSDT is an end-to-end trainable joint Multi-Object Tracking approach using Graphical Neural Networks for Simultaneous Detection and Tracking

Google Announces TensorFlow Quantum 0.5.0: Expected Features & Updates

Since its launch at the 2020 TensorFlow developer summit, TFQ has brought exciting tools and features for quantum computing research.

Featuretools

Introduction To Featuretools: A Python Framework For Automated Feature Engineering

Featuretools is an open-source Python library designed for automated feature engineering. It was developed by…

Guide to Giotto-TDA: A high-performance topological machine learning toolbox

Topology is the study of shapes and their properties. Topology doesn’t care if you twist, bend, shear etc. the geometric objects. It simply deals with these shapes’ properties, such as the number of loops in them, no components, etc.

Neural Non-Rigid Tracking

Complete Guide to Neural Non-Rigid Tracking

Neural non-rigid tracking mechanism is robust in performance and cheaper to deploy in real-world object-tracking applications

Compute Relevancy of Transformer Networks via Novel Interpretable Transformer

Self-attention models, specifically Transformers have taken the computer vision field by storm be it OpenAI’s…