List of Blogs: #

Promptless Task-Specific Finetuning of MetaAI Segment-Anything #

• Date: January 01, 2024

• Kaggle Link: https://www.kaggle.com/code/yogendrayatnalkar/promptless-taskspecific-finetuning-of-metaai-sam

• Github Link: https://github.com/yogendra-yatnalkar/SAM-Promptless-Task-Specific-Finetuning/tree/main

End-to-End MLOps on AWS (3 blogs) #

• Date: December 26, 2023

• Github Hosting: https://sagemaker-mlops-samples.github.io/

• Medium Link: Introducing End-to-End MLOps on AWS: Part1 ===|||=== End-to-End MLOps on AWS: Part2.1 - Computer Vision Simulation with Drift & Retraining ===|||=== End-to-End MLOps on AWS: Part2.2 - Computer Vision Components and Pipelines Deep Dive

Meta-AI SAM: AutoMatic Semantic Segmentation #

• Date: November 26, 2023

• Kaggle Link: https://www.kaggle.com/code/yogendrayatnalkar/finetuning-segment-anything

• Github Link: https://github.com/yogendra-yatnalkar/SAM-Automatic-Semantic-Segmentation

Backtracking AWS Lookout for Vision Service #

• Date: June 23, 2022

• Medium Link: https://medium.com/@yogenyat/backtracking-aws-lookout-for-vision-service-136c47c85168

Finding the n’th Aggregate Value from Every Group in AWS Athena/Presto #

• Date: June 2, 2022

• Medium Link: https://medium.com/selectfrom/finding-the-nth-aggregate-value-from-every-group-in-aws-athena-presto-1da505310901