demo - cccnqu/ai106b GitHub Wiki
人工智慧系統展示
網站
- https://cs.stanford.edu/people/karpathy/convnetjs/index.html (讚）
- https://cs.stanford.edu/people/karpathy/convnetjs/demo/mnist.html （數字辨識）
- https://cs.stanford.edu/people/karpathy/convnetjs/demo/cifar10.html (10種物體辨識）
- https://cs.stanford.edu/people/karpathy/convnetjs/demo/autoencoder.html (數字自編碼器訓練過程）
- https://cs.stanford.edu/people/karpathy/convnetjs/demo/image_regression.html （影像自編碼器）
- https://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html (強化學習）
- https://transcranial.github.io/keras-js/
- https://transcranial.github.io/keras-js/#/mnist-cnn （數字辨識）
- https://transcranial.github.io/keras-js/#/mnist-vae (數字自編碼器 -- 空間任意探索移動）
- https://transcranial.github.io/keras-js/#/mnist-acgan （數字自動產生不同寫法）
- https://transcranial.github.io/keras-js/#/resnet50 (物體辨識）
- https://transcranial.github.io/keras-js/#/image-super-resolution (強化影像）
- https://phillipi.github.io/pix2pix/ (中段有影片）
- https://experiments.withgoogle.com/ai
- https://www.autodraw.com/ （讚, chrome 須更新）
- https://quickdraw.withgoogle.com/ （讚,chrome 須更新）
- https://experiments.withgoogle.com/ai/ai-duet/view/
- https://thing-translator.appspot.com/
- https://experiments.withgoogle.com/ai/visualizing-high-dimensional-space (影片讚）
- https://magenta.tensorflow.org/sketch-rnn-demo (影片讚）
- https://js.tensorflow.org/
- Tensorflow.js (Teachable Machine) -- https://www.youtube.com/watch?v=3BhkeY974Rg (讚）
- Tensorflow.js (Performance RNN) -- https://magenta.tensorflow.org/demos/performance_rnn/index.html
- Tensorflow.js (WEBCAM CONTROLLER PC Man) -- https://youtu.be/YB-kfeNIPCE?t=15m39s (讚）
- Machine Learning in JavaScript (TensorFlow Dev Summit 2018) -- https://www.youtube.com/watch?v=YB-kfeNIPCE&t=799s
- https://github.com/reiinakano/gan-playground
- https://github.com/wagenaartje/neataptic
- https://cs.stanford.edu/people/karpathy/deepimagesent/generationdemo/
影片
- 特斯拉眼中的世界：線條、區塊與座標，這才是自駕車「看見」的真相
- Google IO 2018
- 語音助理幫忙訂理髮師 -- https://youtu.be/t_cYtPKOpNI?t=1h25m35s
- 搭配這個一起看 -- https://www.youtube.com/watch?v=ZtP3gl_2kBM
- Two minite papers -- https://www.youtube.com/user/keeroyz/videos?shelf_id=2&view=0&sort=p
- Deep Neural Network Learns Van Gogh's Art -- https://www.youtube.com/watch?v=-R9bJGNHltQ
- AI Creates Facial Animation From Audio -- https://www.youtube.com/watch?v=ZtP3gl_2kBM (讚）
- Recurrent Neural Network Writes Sentences About Images -- https://www.youtube.com/watch?v=e-WB4lfg30M (讚）
- Digital Creatures Learn To Walk -- https://www.youtube.com/watch?v=kQ2bqz3HPJE (讚）
- Image Editing with Generative Adversarial Networks -- https://youtu.be/pqkpIfu36Os?t=2m47s
- AI Learns To Create User Interfaces (pix2code) -- https://www.youtube.com/watch?v=Fevg4aowNyc
- (翻譯) 人工智慧降噪：Learning to See in the Dark 中文字幕 -- https://www.youtube.com/watch?v=6Y4WGKNbwGI&feature=youtu.be
- Deep Fake -- https://www.youtube.com/watch?v=ttGUiwfTYvg
- Research at NVIDIA: AI Reconstructs Photos with Realistic Results -- https://www.youtube.com/watch?v=gg0F5JjKmhA
- DeepMind --
- Google DeepMind's Deep Q-learning playing Atari Breakout -- https://youtu.be/V1eYniJ0Rnk?t=25s
- StarCraft II 'mini games' for AI research -- https://www.youtube.com/watch?v=6L448yg0Sm0&list=PLqYmG7hTraZDSo1O3krCnVK1BDSLvj_aR
- DeepMind Control Suite -- https://www.youtube.com/watch?v=rAai4QzcYbs (讚）
- Recurrent Neural Network Writes Music and Shakespeare Novels -- https://www.youtube.com/watch?v=Jkkjy7dVdaY