I-Chiao Lin's starred repositories
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.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Ultra-Light-Fast-Generic-Face-Detector-1MB
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
dlaicourse
Notebooks for learning deep learning
image-quality-assessment
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
tf-explain
Interpretability Methods for tf.keras models with Tensorflow 2.x
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.
rude-carnie
Age detection in Tensorflow
dlib-android
:dragon: Port dlib to Android
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
Tensorflow-MultiGPU-VAE-GAN
A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.
iOS-device-support-files
iOS 1x not supported by Xcode : Could not locate device support files
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.
Deep-Learning-Specialization-Coursera
Deep Learning Specialization courses by Andrew Ng, deeplearning.ai
coreml-survival-guide
Source code for the book Core ML Survival Guide
MTCNN4Android
MTCNN For Android. Java.Tensorflow.人脸检测.Face Detection.
image_embeddings
Using efficientnet to provide embeddings for retrieval
interview-practice
Interview practice problems
Multi_Label_Classification_Keras
This repo is created using the code of Adrian Rosebrock's tutorial on Multi-label classification.
fgo-multi-task-keras
multiclass classification example using keras and fgo
Pedestrian-Detection
This repo content all the dataset, the record and the config that were used in training a TensorFlow pedestrian detector model.
TinyDSOD_bb
Implementation of Tiny-DSOD backbone