2020

• June 3, 2020 - Resnet implementation using Pytorch
• June 1, 2020 - Identifying people without Masks - Using Deep Learning/AI
• May 4, 2020 - Understanding Autoencoders and Variational Autoencoders
• May 3, 2020 - PyTorch transfer learning
• April 5, 2020 - Building image segmentation model using fastai and PyTorch | Part-2
• April 2, 2020 - Building image segmentation model using fastai and PyTorch | Part-1

2021

• December 8, 2021 - Rate Severity of Toxic Comments using RoBERTa in PyTorch Lightning
• November 9, 2021 - PetFinder Pawpularity Kaggle Competition Starter
• October 25, 2021 - Understanding Question Answering problem in NLP
• October 18, 2021 - Resnet Strikes Back | Improving Resnet model
• February 26, 2021 - Train using multiple GPUs in fastai

2022

• August 24, 2022 - Staggered Attention Mechanism - Long Input Transformers
• August 3, 2022 - Huggingface Accelerate to train on multiple GPUs.
• July 5, 2022 - DeBerta is the new King!
• May 30, 2022 - PolyNLoss for Image Classification
• May 26, 2022 - Huggingface 🤗 is all you need for NLP and beyond
• May 3, 2022 - Deploy your AI app on Jarvislabs.ai using Gradio
• May 2, 2022 - Metric Learning
• April 20, 2022 - Understanding PyTorch Module
• April 12, 2022 - Managing and Tracking ML experiments
• April 4, 2022 - PyTorch Lazy modules
• April 1, 2022 - Jarvislabs.ai — Updates and features
• February 18, 2022 - Longformer — The Long Document Transformer
• February 1, 2022 - Training Large NLP Models Efficiently with DeepSpeed Hugging Face
• January 31, 2022 - Understanding Google EfficientDet, BiFPN for Object Detection