I-Chiao Lin's starred repositories

AudioSignalProcessingForML

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

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faiss

A library for efficient similarity search and clustering of dense vectors.

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image_embeddings

Using efficientnet to provide embeddings for retrieval

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Multi_Label_Classification_Keras

This repo is created using the code of Adrian Rosebrock's tutorial on Multi-label classification.

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Ultra-Light-Fast-Generic-Face-Detector-1MB

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

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facenet

Face recognition using Tensorflow

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fgo-multi-task-keras

multiclass classification example using keras and fgo

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tf-explain

Interpretability Methods for tf.keras models with Tensorflow 2.x

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algs4-py

A Python library for the textbook Algorithms, 4th edition

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image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

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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.

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interview-practice

Interview practice problems

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scalabel

Scalabel: A versatile web-based visual data annotation tool

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itu.algs4

Python 3 port of the Java code in the textbook Algorithms, 4th Edition.

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mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

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Pedestrian-Detection

This repo content all the dataset, the record and the config that were used in training a TensorFlow pedestrian detector model.

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dlaicourse

Notebooks for learning deep learning

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Tensorflow-MultiGPU-VAE-GAN

A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.

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mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

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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.

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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.

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coreml-survival-guide

Source code for the book Core ML Survival Guide

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kdtf

Knowledge Distillation using Tensorflow

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iOS-device-support-files

iOS 1x not supported by Xcode : Could not locate device support files

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dlib-android

:dragon: Port dlib to Android

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MTCNN4Android

MTCNN For Android. Java.Tensorflow.人脸检测.Face Detection.

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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

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Deep-Learning-Specialization-Coursera

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

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TinyDSOD_bb

Implementation of Tiny-DSOD backbone

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rude-carnie

Age detection in Tensorflow

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