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Taeo Kim's Projects

keras-flask-deploy-webapp icon 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.

keras_lr_finder icon keras_lr_finder

Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.

kobert icon kobert

Korean BERT pre-trained cased (KoBERT)

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lrfinder icon lrfinder

Learning Rate Finder (or LRFinder) Callback for Keras. Implementation as close as possible of FastAI.

materials icon materials

Bonus materials, exercises, and example projects for our Python tutorials

mediapipe icon mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

models icon models

Models and examples built with TensorFlow

multipathnet icon multipathnet

A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)

pcc_2e icon pcc_2e

Online resources for Python Crash Course (Second Edition), from No Starch Press

retinaface icon retinaface

RetinaFace: Deep Face Detection Library in TensorFlow for Python

retinaface-tf2 icon retinaface-tf2

RetinaFace (RetinaFace: Single-stage Dense Face Localisation in the Wild, published in 2019) reimplemented in Tensorflow 2.0, with pretrained weights available !

serving icon serving

A flexible, high-performance serving system for machine learning models

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