Pranav Jadhav.

ML @ tricog | coffee @ home | football | movies

Leveraging open-source LLMs for domain specific problems

Blog on different approaches, the decisons taken, the challenges encountered

LLM RAG Knowledge-graph

Can Metric Learning replace Classification?

A Blog on the journey and the outcome

Metric-Learning ML CNN

Deep Metric Learning for Classification

A DL survey of achieving Classification using Metric Learning

Metric-Learning ML CNN

GradCam for Embedding networds

Implementation of Generalizing GradCAM for Embedding Networks Paper

Metric-Learning ML CNN Explainability

Improved Embeddings with Easy Positive Triplet Mining

Paper Explained

Metric-Learning ML Paper-Explained

ArcFace Inversion

Code for generating class representations using pretrained ArcFace Model

CNN ML ArcFace

How to conduct an ML experiment

My 2 cents on best practices for conducting ML experimentation

Monitoring R&D BestPractices

Kaggle ISLR Challenge

Attempt to solve kaggle Challenge Isolated Sign Language Recognition

Kaggle Transformers GraphCNN 1DCNN

HairStyle Transfer using Diffusion

Attempt to solve hairstyle transfer using Diffusion and Repaint paper

HuggingFace Diffusion Repaint

Open Source Contribution to keras-cv

Contribution to keras-cv for a entirely new branch of augmentation feature

Keras Tensorflow OpenSource