gokul-pv
I am a Computer Vision enthusiast in pursuit of creative solutions for real-life challenges.
BoschBangalore, India
Pinned Repositories
AdvancedConvolutions
Advance Convolutions, Attention and Image Augmentation: Depth wise, Pixel Shuffle, Dilated, Transpose, Channel Attention, and Albumentations Library
AdvancedTrainingConcepts
Class activation maps, Weight Updates, Optimizers & LR Schedulers
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)
Backpropagation_explained
Backpropagation explained using excel
DataVersionControl
Exploration of DataVersionControl tool for saving data and experiments
DawnOfTransformers
Implemenation of spatial transformers and explanation for the Vision transformers
DetectionTransformer
DETR: End-to-End Object Detection with Transformers
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
gokul-pv's Repositories
gokul-pv/lightning-hydra-timm
PyTorch Lightning + Hydra. + Timm: A very user-friendly template for rapid and reproducible MLOps with best practices. ⚡🔥⚡
gokul-pv/PanopticSegmentation
Panoptic segmentation on custom construction objects using DETR
gokul-pv/Backpropagation_explained
Backpropagation explained using excel
gokul-pv/DetectionTransformer
DETR: End-to-End Object Detection with Transformers
gokul-pv/AdvancedTrainingConcepts
Class activation maps, Weight Updates, Optimizers & LR Schedulers
gokul-pv/DataVersionControl
Exploration of DataVersionControl tool for saving data and experiments
gokul-pv/AdvancedConvolutions
Advance Convolutions, Attention and Image Augmentation: Depth wise, Pixel Shuffle, Dilated, Transpose, Channel Attention, and Albumentations Library
gokul-pv/AWS-CICD-Pipelines
A repo to set up CI/CD mlops pipelines using Amazon SageMaker
gokul-pv/AWS-Lambda
Deploying Mobilenet V2 model on Lambda (serverless infrastructure of AWS)
gokul-pv/AWS-SageMaker
A repo for creating Sagemaker jobs
gokul-pv/DawnOfTransformers
Implemenation of spatial transformers and explanation for the Vision transformers
gokul-pv/VisionTransformer
Vision transformer trained for cats vs dogs
gokul-pv/YOLO-object-detection
A YOLO model to detect custom object - mask, hardhat, vest and boots
gokul-pv/CodingDrill
Coding Drill: a step by step approach to improve the deep learnig model architecture using pytorch
gokul-pv/cpp-cheat-sheet
C++ Syntax, Data Structures, and Algorithms Cheat Sheet
gokul-pv/Custom-DataLoader-Pytorch
A custom Data-loader that take an MNIST image and random number as input
gokul-pv/emlov2-session-01-gokul-pv
emlov2-session-01-gokul-pv created by GitHub Classroom
gokul-pv/frontend-next-js
Frontend for the CIFAR10 serverless inference
gokul-pv/gokul-pv
A short description about me
gokul-pv/JobProfile-Resume-Matching
A model to match job profile and resume
gokul-pv/ModelAndDataDrift
A repo to detect drift in data using Alibi Detect
gokul-pv/MyMainRepo
Main repository for all models, main and utils functions
gokul-pv/ObjectLocalization
Exploration of COCO object detection dataset schema
gokul-pv/OneCyclePolicy
A custom ResNet architecture that uses One Cycle Policy to train the model
gokul-pv/python-cheatsheet
Comprehensive Python Cheatsheet
gokul-pv/real-python-materials
Bonus materials, exercises, and example projects for our Python tutorials
gokul-pv/sagemaker-intel-project-modelbuild
A repo containing end to end sagemaker mlops pipeline for model building
gokul-pv/sagemaker-intel-project-modeldeploy
A repo for setting pipeline for deploying model as sagemaker endpoint
gokul-pv/TransforMinds
Exploring Transformers in Depth
gokul-pv/types_of_normalization
A repo to explore different types of normalization techniques