Nguyen K.'s repositories
Triton-TensorRT-Inference-CRAFT-pytorch
Advanced inference pipeline using NVIDIA Triton Inference Server for CRAFT Text detection (Pytorch), included converter from Pytorch -> ONNX -> TensorRT, Inference pipelines (TensorRT, Triton server - multi-format). Supported model format for Triton inference: TensorRT engine, Torchscript, ONNX
ONNX-TensorRT-Inference-CRAFT-pytorch
Advance inference performance using TensorRT for CRAFT Text detection. Implemented modules to convert Pytorch -> ONNX -> TensorRT, with dynamic shapes (multi-size input) inference.
torch2tensorRT-dynamic-CRAFT-pytorch
Convenient Convert CRAFT Text detection pretrain Pytorch model into TensorRT engine directly, without ONNX step between
amazon-aurora-eventbridge-webhooks
An AWS Cloud Development Kit (CDK) sample showing how to configure the aws_lambda extension to send outgoing webhooks via Amazon EventBridge
CRAFT-Reimplementation
CRAFT-Pyotorch：Character Region Awareness for Text Detection Reimplementation for Pytorch
Table_TIES_DataGeneration_Docker
Dataset Generation Code for: S.R. Qasim, H. Mahmood, and F. Shafait, Rethinking Table Parsing using Graph Neural Networks (2019)
VITON-HD-Docker
Official PyTorch implementation of "VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization" (CVPR 2021)
aws-serverless-ai-stories-vn
Example open source event-driven application that generates a new bed time story for your children every night using Lambda, EventBridge, DynamoDB, App Runner, ChatGPT and DALL-E.
cdk-eventbridge
CDK example on creating a Event-driven application using Amazon EventBridge
dotfiles
dotfiles for the developer happiness: macos, zsh, brew, vscode, codespaces, python, node, elixir
EventBridgeDemo
An AWS EventBridge Demo for the Empowering Event Driven Architecture blog post
flutter-longer-tutorial
from https://docs.flutter.dev/reference/tutorials
learn_flutter
learn basic as tutorial https://codelabs.developers.google.com/codelabs/flutter-codelab-first#8
Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
neural-style-pt
PyTorch implementation of neural style transfer algorithm
onnxruntime-web-tutorial
:rocket: Browser-native machine learning app using ONNX Runtime Web
pytorch-Deep-Learning
Deep Learning (with PyTorch)
react-cognito-appsync
React application that uses Apollo client, Chakra UI, Cognito, AppSync, S3 and DynamoDB. Code is in TypeScript and the CDK
ruby_koans
Learn Ruby with the Edgecase Ruby Koans
script-collection
Collection of multiple script
spark-python-beginner
re-code as course sample lecture, udemy.com/course/apache-spark-programming-in-python-for-beginners
torch2trt_dynamic
A pytorch to tensorrt convert with dynamic shape support