I-Chiao Lin's starred repositories
AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
image_embeddings
Using efficientnet to provide embeddings for retrieval
Multi_Label_Classification_Keras
This repo is created using the code of Adrian Rosebrock's tutorial on Multi-label classification.
Ultra-Light-Fast-Generic-Face-Detector-1MB
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
fgo-multi-task-keras
multiclass classification example using keras and fgo
tf-explain
Interpretability Methods for tf.keras models with Tensorflow 2.x
image-quality-assessment
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
retinaface-tf2
RetinaFace (Single-stage Dense Face Localisation in the Wild, 2019) implemented (ResNet50, MobileNetV2 trained on single GPU) in Tensorflow 2.0+. This is an unofficial implementation. With Colab.
interview-practice
Interview practice problems
Pedestrian-Detection
This repo content all the dataset, the record and the config that were used in training a TensorFlow pedestrian detector model.
dlaicourse
Notebooks for learning deep learning
Tensorflow-MultiGPU-VAE-GAN
A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
tensorflow2-generative-models
Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.
coreml-survival-guide
Source code for the book Core ML Survival Guide
iOS-device-support-files
iOS 1x not supported by Xcode : Could not locate device support files
dlib-android
:dragon: Port dlib to Android
MTCNN4Android
MTCNN For Android. Java.Tensorflow.人脸检测.Face Detection.
dlib-android-app
:dragon: Android app to demo dlib-android(https://github.com/tzutalin/dlib-android). Use the prebuilt shared-lib built from dlib-android
Deep-Learning-Specialization-Coursera
Deep Learning Specialization courses by Andrew Ng, deeplearning.ai
TinyDSOD_bb
Implementation of Tiny-DSOD backbone
rude-carnie
Age detection in Tensorflow