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Cheng Lin's Projects

augmentor icon augmentor

Image augmentation library in Python for machine learning.

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

imath icon imath

Imath is a C++ and python library of 2D and 3D vector, matrix, and math operations for computer graphics

keras-yolo2 icon keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

leetcode icon leetcode

πŸ‘πŸ» leetcode solutions for Humansβ„’

metaflow icon metaflow

Build and manage real-life data science projects with ease.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pysyft icon pysyft

A library for encrypted, privacy preserving deep learning

pytorch-transformers icon pytorch-transformers

πŸ‘Ύ A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

simrdwn icon simrdwn

Rapid satellite imagery object detection

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