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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

attentionbranchnetwork_keras

Attention Branch NetworkのKeras実装

autoencoder

Auto Encoder

awesome-mlops

A curated list of references for MLOps

bytetrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

chat_rinna_streamlit

rinna/japanese-gpt-neox-3.6b-instruction-sftをstreamlitで動作させるデモ

chatgpt-ui

A ChatGPT web client that supports multiple users, multiple database connections for persistent data storage, supports i18n. Provides Docker images and quick deployment scripts.

chatgpt-ui-server

cheatsheets

Official Matplotlib cheat sheets

dearpygui_sound_example

DearPyGuiを使ったマイク信号サンプルプログラム

dldl-v2-keras

draggan

Official Code for DragGAN (SIGGRAPH 2023)

e2pose_example

E2Poseのサンプルスクリプト

efficientnet_ad_segmentation

eva

Exploring the Limits of Masked Visual Representation Learning at Scale (https://arxiv.org/abs/2211.07636)

facial_expression_recognition_mobilefacenet_example

facial_expression_recognitionのサンプルスクリプト

fastapi-example

fastapi-ml-skeleton

FastAPI Skeleton App to serve machine learning models production-ready.

faster-whisper_realtime_example

Whisperを使ってマイクからの音声をリアルタイムで音声認識する

findbaitbirds

firfilter

C++によるFIRフィルタの実装

ga

Genetic AlgorithmのC++実装

gan

gitdiff2filelist

指定されたディレクトリのgit diffをとり、そこから変更ファイルリストを作成する

gorilla

Gorilla: An API store for LLMs

guidance_google_search_example

Sample of combining guidance and google custom search api.

guide_display

The character circles around the arrow.

inpainting

kalidokit

Blendshape and kinematics solver for Mediapipe/Tensorflow.js face, eyes, pose, and hand tracking models.