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[Image judgment AI application development, Part 1] Introduction to image judgment AI application development using TensorFlow, Python, and Flask
Via Udemy
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Overview
Let's crawl with Python 3, collect and process image data, and create an image classifier. We will practice creating and improving models using deep learning with the data we collected. We will also try to create a web app with Flask and an iOS app with Xcode. What you'll learn: You will be able to create an image classifier using original data.You can create deep learning (multi-layer neural networks) using TensorFlow and Keras.You will be able to collect...
Syllabus
- はじめに
- 環境構築（Python, Anaconda, TensorFlow CPU版のインストール）
- 【オプション】TensorFlow GPU版のセットアップ（NVIDIA製GPU搭載マシン使用者のみ。非搭載の方はスキップしてください。）
- 画像分類AI自作にチャレンジ
- データの工夫による精度向上にチャレンジしてみよう
- 推定プログラムを作成しよう
- FlaskでWebアプリ化しよう！
- Kerasで生成したモデルを変換してiOSアプリを作ろう
- ボーナスセクション
Instructor
井上 博樹 (Hiroki Inoue)
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