Tom Lin's repositories
Playground
store my personal project
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2020
course-v3
The 3rd edition of course.fast.ai
deep_learning
基础的深度学习实验研究结果汇总笔记
DEND-project
Practice projects for data engineering nanodegree in Udacity.
DSA
Data structure and algorithms - Hiskio course
EasyOCR
Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai
imutils
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
ncappzoo
Contains examples for the Movidius Neural Compute Stick.
One-Shot-Learning-with-Siamese-Networks
Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset
open_model_zoo
Pre-trained Deep Learning models and samples (high quality and extremely fast)
opencv
Open Source Computer Vision Library
pandas-profiling
Create HTML profiling reports from pandas DataFrame objects
practical-sql
Code and Data for the book "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).
pyod
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
pyspark_learning_notes
My learning notes on book "Spark the definitive guide"
spotlight
Deep recommender models using PyTorch.
study-group
Materials for Study Group
TensorFlow2.0-Examples
🙄 difficult algorithm, simple code.
the-gan-zoo
A list of all named GANs!
tibame_recommender_system
TibaMe 「打造智能推薦系統：用AI搞懂客戶精準行銷」 實作課程程式碼
Udacity-Intel-Edge-AI-for-IoT-Developers-Nanodegree
Leverage the Intel® Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision and deep learning inference applications, and run pre-trained deep learning models for computer vision on-premise.
yolov4-deepsort
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.