margaretmz

awesome-tensorflow-lite

An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

Cartoonizer-with-TFLite

How to create a Cartoonizer Android app with TensorFlow Lite models.

Selfie2Anime-with-TFLite

How to create Selfie2Anime from tflite model to Android.

segmentation-style-transfer

A background stylizer Android app chaining 2 ML models: segmentation & style transfer.

awesome-ai-art-design

An awesome list: AI for art and design.

GANs-in-Art-and-Design

Colab notebooks for GAN tutorials.

caster-io-courses

Caster IO courses

E2E-tfKeras-TFLite-Android

End to end training MNIST image classifier with tf.Keras, convert to TFLite and deploy to Android

esrgan-e2e-tflite-tutorial

ESRGAN E2E TFLite Tutorial

deep-learning

Deep learning with TensorFlow and Keras.

icon-classifier

An Icon classifier made with TFLite Model Maker and deployed to Android with ML Model Binding.

study-with-sketchnotes

My sketchnotes of what I learned from talks, papers, books and courses.

met-museum-data-analysis

Data analysis of the artists and artworks of the Metropolitan Museum of Art

CVND-Landmark-Detection-Tracking-SLAM

Landmark detection and robot tracking with SLAM

CVND-Facial-Keypoint-Detection

Use a CNN to detect facial keypoints

CVND-Image-Captioning

Use CNN encoder and RNN decoder to automatically generate image captions

mediapipe-classifier-embedding

MediaPipe tutorials

android-ml-ui-templates

A set of UI samples for Android ML apps

fashion-product-images

Explore the Kaggle Fashion Product Images dataset for computer vision tasks

hub

A library for transfer learning by reusing parts of TensorFlow models.

image-segmentation

image segmentation

margaretmz.github.io

awesome

😎 Awesome lists about all kinds of interesting topics

dsnd-disaster-response-pipelines

Udacity Data Science Nanodegree Project: Disaster Response Pipelines

GAN2Shape

Code for GAN2Shape (ICLR2021 oral)

margaretmz

models

Models and examples built with TensorFlow

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

UGATIT

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)

White-box-Cartoonization

Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”