hwalsuklee / Awesome Deep Vision Web Demo
A curated list of awesome deep vision web demo
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awesome-deep-vision-web-demo
A curated list of awesome deep vision web demo
Contributing
Please feel free to pull requests to add papers.
Vision Demo List
Hand-written Digit Recognition
- https://tensorflow-mnist.herokuapp.com/
- https://erkaman.github.io/regl-cnn/src/demo.html
- https://transcranial.github.io/keras-js/#/mnist-cnn
Image Segmentation
- CRF+RNN (ICCV 2015) http://www.robots.ox.ac.uk/~szheng/crfasrnndemo
Image Classification
- VGG-16 https://deeplearning4j.org/demo-classifier-vgg16
- Illustration2vec http://demo.illustration2vec.net/
- Leiden Univ. http://goliath.liacs.nl/
- Clarifai https://www.clarifai.com/demo
- Google Colud Vision API http://vision-explorer.reactive.ai/#/?_k=aodf68
- IBMWatson Vision API https://visual-recognition-demo.mybluemix.net/
- Karpathy: MNIST ConvNet http://cs.stanford.edu/people/karpathy/convnetjs/demo/mnist.html
- Karpathy: CIFAR10 ConvNet http://cs.stanford.edu/people/karpathy/convnetjs/demo/cifar10.html
- keras-js: IMAGENET 50-layer Residual Network https://transcranial.github.io/keras-js/#/resnet50
- keras-js: IMAGENET Inception-v3 https://transcranial.github.io/keras-js/#/inception-v3
- keras-js: IMAGENET SqueezeNet v1.1 https://transcranial.github.io/keras-js/#/squeezenet-v1.1
- Teachable Machine: 3 Classes with online video https://teachablemachine.withgoogle.com/
Object Detection
Text Detection
- Single Shot Text Detector with Regional Attention (ICCV 2017) http://128.227.246.42:5555/
Age Estimation
AutoEncoder
- VAE : MNIST Geneartation http://www.dpkingma.com/sgvb_mnist_demo/demo.html
- VAE : keras-js MNIST https://transcranial.github.io/keras-js/#/mnist-vae
- VAE : Gray Face Generation http://vdumoulin.github.io/morphing_faces/online_demo.html
- Karpathy: Denoising AutoEncoder http://cs.stanford.edu/people/karpathy/convnetjs/demo/autoencoder.html
GAN
- GAN : 1D Gaussian Distribution Fitting http://cs.stanford.edu/people/karpathy/gan/
- DCGAN : Asian Color Face Generation http://carpedm20.github.io/faces/
- DCGAN : Character Generation http://mattya.github.io/chainer-DCGAN/
- ACGAN : keras-js MNIST https://transcranial.github.io/keras-js/#/mnist-acgan
- Girls Chacacter Generation : http://make.girls.moe/#/
- GAN-playground : https://reiinakano.github.io/gan-playground/
- GA Lab : https://poloclub.github.io/ganlab/
- Style GAN : https://thispersondoesnotexist.com/
- GauGAN : http://52.12.58.174/
Style Transfer
- On/Off-line Style Transfer, Deep Dream https://deepdreamgenerator.com/gallery
- Offline Style Transfer, http://demos.algorithmia.com/deep-style/
Image Translation
- pix2pix https://affinelayer.com/pixsrv/index.html
- pix2pix (human face) http://fotogenerator.npocloud.nl/
Colorization
- sketch to color image https://paintschainer.preferred.tech/
- draw sketch and colorize it https://sketch.pixiv.net/draw
- deepcolor http://color.kvfrans.com/
- gray photo to color photo http://demos.algorithmia.com/colorize-photos/
Image Captioning
Visual Q&A
Google's AI Experiment
- Quick Draw https://quickdraw.withgoogle.com/#
- Auto Draw http://www.autodraw.com/
- Sketch RNN (Draw together with a neural network) https://aiexperiments.withgoogle.com/sketch-rnn-demo
Gaze Manipulation
Super-Resolution
Saliency Map
- SALICON (ICCV 2015) http://salicon.net/demo/#
Font Generation
Image to ASCII Code
Image Completion
- NVIDIA : https://www.nvidia.com/research/inpainting/
- http://jhyu.me/posts/2018/01/20/generative-inpainting.html
OCR (Optical Character Recognition)
Human Pose Estimation
Others
Neural-Net Demo
- tensorflow play ground http://playground.tensorflow.org/
- karpathy: toy 2d classification http://cs.stanford.edu/people/karpathy/convnetjs/demo/classify2d.html
Text To Speech
Speech Noise Reduction
- SEGAN ('17.03) http://veu.talp.cat/segan/
Singing Generation
- Neural Singing ('17.04) http://www.dtic.upf.edu/~mblaauw/IS2017_NPSS/
Sound Synthesizer
- Neural Synthesizer https://aiexperiments.withgoogle.com/sound-maker/view/
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