Gokul's repositories
lightning-hydra-timm
PyTorch Lightning + Hydra. + Timm: A very user-friendly template for rapid and reproducible MLOps with best practices. ⚡🔥⚡
PanopticSegmentation
Panoptic segmentation on custom construction objects using DETR
DetectionTransformer
DETR: End-to-End Object Detection with Transformers
Backpropagation_explained
Backpropagation explained using excel
AdvancedTrainingConcepts
Class activation maps, Weight Updates, Optimizers & LR Schedulers
DataVersionControl
Exploration of DataVersionControl tool for saving data and experiments
AdvancedConvolutions
Advance Convolutions, Attention and Image Augmentation: Depth wise, Pixel Shuffle, Dilated, Transpose, Channel Attention, and Albumentations Library
AWS-CICD-Pipelines
A repo to set up CI/CD mlops pipelines using Amazon SageMaker
AWS-Lambda
Deploying Mobilenet V2 model on Lambda (serverless infrastructure of AWS)
AWS-SageMaker
A repo for creating Sagemaker jobs
DawnOfTransformers
Implemenation of spatial transformers and explanation for the Vision transformers
MAI_DUL_WS24
Submissions for Berkely course CS294-158-SP24 of Pieter Abbeel
VAE-Explorer
Auto encoders and Variational auto encoders in detail
VisionTransformer
Vision transformer trained for cats vs dogs
CodingDrill
Coding Drill: a step by step approach to improve the deep learnig model architecture using pytorch
Custom-DataLoader-Pytorch
A custom Data-loader that take an MNIST image and random number as input
emlov2-session-01-gokul-pv
emlov2-session-01-gokul-pv created by GitHub Classroom
frontend-next-js
Frontend for the CIFAR10 serverless inference
JobProfile-Resume-Matching
A model to match job profile and resume
ModelAndDataDrift
A repo to detect drift in data using Alibi Detect
ObjectLocalization
Exploration of COCO object detection dataset schema
OneCyclePolicy
A custom ResNet architecture that uses One Cycle Policy to train the model
python-cheatsheet
Comprehensive Python Cheatsheet
real-python-materials
Bonus materials, exercises, and example projects for our Python tutorials
sagemaker-intel-project-modelbuild
A repo containing end to end sagemaker mlops pipeline for model building
sagemaker-intel-project-modeldeploy
A repo for setting pipeline for deploying model as sagemaker endpoint
smol-course
A course on aligning smol models.
TransforMinds
Exploring Transformers in Depth
types_of_normalization
A repo to explore different types of normalization techniques