I am a Computer Vision enthusiast in pursuit of creative solutions for real-life challenges.
For an end-to-end MLOps pipeline for image classification on AWS, click here
I am a Computer Vision enthusiast in pursuit of creative solutions for real-life challenges.
For an end-to-end MLOps pipeline for image classification on AWS, click here
PyTorch Lightning + Hydra. + Timm: A very user-friendly template for rapid and reproducible MLOps with best practices. β‘π₯β‘
Panoptic segmentation on custom construction objects using DETR
Backpropagation explained using excel
Jupyter Notebook 2
Exploration of DataVersionControl tool for saving data and experiments
Python 1
Class activation maps, Weight Updates, Optimizers & LR Schedulers
Jupyter Notebook 1
Implemenation of spatial transformers and explanation for the Vision transformers
Jupyter Notebook