mino-2021 Goto Github PK

articles

References to the Medium articles

bert

TensorFlow code and pre-trained models for BERT

colab-webcam

Notebook for accessing local webcam within Google Colab on Images and Videos. Basic tutorial running face detection on webcam image and video.

manufacturing

Six Sigma based analysis of manufacturing data for trends, Cpk/Ppk.

muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

nihonga-classification

Classification of Nihonga-picture / 日本画分類コンペProbscpace

panns_inference

customize for transfer leaning / 大規模音声分類モデル　転移学習を推論できるように改変

panns_transfer_to_gtzan

paper-classification-challenge

paper-classification-challenge, https://signate.jp/competitions/471 / 医学論文分類

pdftotabledata

PDFtoTableData / PDFの表を 読取りpandas DFに変換

pytorch-object-detection-program

pytorch-object-detection-program / SSD物体検出

real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

ssd_detectors

SSD-based object and text detection with Keras, SSD, DSOD, TextBoxes, SegLink, TextBoxes++, CRNN

streamlit-webrtc

Real-time video and audio streams over the network, with Streamlit.

tf_padim

unofficial implementation of PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization

visual_inspection

An application for visual inspection written in Python, running on Windows, Linux, and macOS. This software enables high-performance visual inspection even with an inexpensive web camera. No GPU machine required. It is possible to automate the inspection in a factory.

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

yolov5-fastapi-demo

FastAPI Wrapper of YOLOv5

yolov8-browser

Python scripts performing object detection using the YOLOv8 model in ONNX.

yolov8-fastapi

Object Detection Service Template. FastAPI for YOLOv8 in Docker.

yolov8-tensorrt

YOLOv8 using TensorRT accelerate !