how_to_optimize_in_gpu

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.

hrank

Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map

hrnet-facial-landmark-detection

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

HybridNets: End-to-End Perception Network

hyperparameter-optimization-of-machine-learning-algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

icdar2021_mfd

1st Solution For ICDAR 2021 Competition on Mathematical Formula Detection（公式检测冠军方案）

idcard_label_tool

if

image-processing

image-processing-node-editor

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

image_retrieval

image_retrieval_from_visual_data

Event Retrieval from Visual Data

image_search

Python Library to download images and metadata from popular search engines.

imageclassification-pytorchlightning

PyTorch Lightning を使っての Image Classification 処理

imagehash

A Python Perceptual Image Hashing Module

imagenet_training

images

images-scraper

Simple and fast scraper for Google

imgaug

Image augmentation for machine learning experiments.

inceptionv4_and_inception-resnetv2.pytorch

A PyTorch implementation of Inception-v4 and Inception-ResNet-v2.

information_retrieval_courses

Open-Source Information Retrieval Courses @ TU Wien

install_laravel

interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

internchat

InternChat allows you to interact with ChatGPT by clicking, dragging and drawing using a pointing device.

interpretablemlbook-vietnamese

Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt

introduce_genetic_algorithms

japanese-fake-license-plate-generation-

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

java-string-similarity

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

kafka-docker

keras-flask-deploy-webapp

: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.