An Minh Hùng's Projects
This is a series of GPU optimization topics. Here we will introduce how to optimize the program on the GPU in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.
Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map
This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
HybridNets: End-to-End Perception Network
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
1st Solution For ICDAR 2021 Competition on Mathematical Formula Detection(公式检测冠军方案)
処理の検証や比較検討での用途を想定したノードエディターベースの画像処理アプリ
Event Retrieval from Visual Data
Python Library to download images and metadata from popular search engines.
PyTorch Lightning を使っての Image Classification 処理
A Python Perceptual Image Hashing Module
Simple and fast scraper for Google
Image augmentation for machine learning experiments.
A PyTorch implementation of Inception-v4 and Inception-ResNet-v2.
Open-Source Information Retrieval Courses @ TU Wien
Interactive Tools for Machine Learning, Deep Learning and Math
InternChat allows you to interact with ChatGPT by clicking, dragging and drawing using a pointing device.
Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt
Japanese car number plates give information about where a car was registered and the classification of the vehicle. The Chinese characters (kanji) of the town or city where the car was registered are displayed at the top of the plate followed by a hiragana character, and a serial number of 4 digits divided in to 2 sets of two numbers divided by a
Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...
:smiley_cat: Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.