karthickai

Researcher, experienced in developing deep learning models (CNN, Transformers, GNN, Generative AI) and solving complex problems using HPC.

University of LuxembourgLuxembourg

Pinned Repositories

actix_login
RUST, Actix, Login, Bcrypt, Diesel, SQLite
Language:Rust38 5 17
Deep_Learning_for_UAV_Infrastructure_Inspection
MathWorks' Excellence in Innovation Project 187
Language:MATLAB7 2 02
dippm
DIPPM: a Deep Learning Inference Performance Predictive Model using Graph Neural Networks
Language:Python4 2 00
gstreamer
Getting started with Gstreamer with C++
Language:C++123
Linear-Regression
Machine Learning - Linear Regression_Ecommerce_Prediction
Language:Jupyter Notebook30 1 040
rustboot
Embedded Rust Bootloader for STM32F7 Microcontroller
Language:Rust213
serial
Cross-Platform, Serial Port Library built on Boost.Asio in Modern C++ 17
Language:C++12 2 16
tflite
TensorFlow Lite (tflite) C++ Series
Language:C++58 3 917
trappm
Training and Inference Characteristics Performance Prediction Model
Language:Python30
YOLOV4_DeepStream_5.0
YOLOv4 in NVIDIA DeepStream 5.0 (DarkNet or Pytorch --> ONNX --> TensorRT --> DeepStream)
111

karthickai's Repositories

karthickai/tflite
TensorFlow Lite (tflite) C++ Series
Language:C++58 3 917
karthickai/Deep_Learning_for_UAV_Infrastructure_Inspection
MathWorks' Excellence in Innovation Project 187
Language:MATLAB7 2 02
karthickai/dippm
DIPPM: a Deep Learning Inference Performance Predictive Model using Graph Neural Networks
Language:Python4 2 00
karthickai/trappm
Training and Inference Characteristics Performance Prediction Model
Language:Python30
karthickai/virtualwebcam_background_blur
Virtual WebCam background blur using GStreamer, OpenCV, TensorFlow in Moderen C++
Language:C++21
karthickai/deepstream_yolov4_tracker
Demo Application of YoloV4 NVIDIA DeepStream inference with NVDF Tracker using C++
Language:CMake1
karthickai/flutter-f2f
Language:Dart1
karthickai/adaptive-parking
Adaptive Parking Slot Occupancy Detection Using Vision Transformer and LLIE
1
karthickai/Awesome-Optimizer
Collect optimizer related papers, data, repositories
karthickai/aws-eks-kubernetes-masterclass
AWS EKS Kubernetes - Masterclass | DevOps, Microservices
karthickai/cbt-agent-project-
Agent to simulate a CBT-based conversation
karthickai/CPP_gRPC
This Repo will provide examples on using gRPC in Modern C++
Language:C++
karthickai/deep500
A Deep Learning Meta-Framework and HPC Benchmarking Library
Language:Python
karthickai/dpcpp-tutorial
Lectures and Labs for Data Parallel Computing and DPC++. Sponsored by Intel Corporation.
karthickai/f2f-ui-main
Language:Vue
karthickai/f2f_frontend
Language:Vue
karthickai/golang_backend_engine
Language:Go
karthickai/grok-1
Grok open release
karthickai/molpred
Molecular Property Prediction using Large Language Model
Language:Python
karthickai/NumCpp
C++ implementation of the Python Numpy library
karthickai/onnx-tool
ONNX model's shape inference and MACs(FLOPs) counting.
Language:Python
karthickai/openvino
OpenVINO™ Toolkit repository
karthickai/optimum-benchmark
A unified multi-backend utility for benchmarking Transformers and Diffusers with full support of Optimum's hardware optimizations & quantization schemes.
Language:Python
karthickai/pylikwid
Python interface for the LIKWID C API (https://github.com/RRZE-HPC/likwid)
karthickai/pytorch_models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
karthickai/request_management
Language:Vue
karthickai/tensorflow
An Open Source Machine Learning Framework for Everyone
karthickai/thrust
The C++ parallel algorithms library.
karthickai/vue_docker
Simple vue webapp with docker
Language:Vue
karthickai/website-chat