leiqi's repositories
LeetCode-Solutions
🏋️ Python / Modern C++ Solutions of All 2151 LeetCode Problems (Weekly Update)
ast
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
engineeringladders
A framework for Engineering Managers
Handwritten-and-Printed-Text-Classification-in-Doctors-Prescription
Localization of Handwritten and Printed Text in doctors' prescription
image-ndd-lsh
Near-duplicate image detection using Locality Sensitive Hashing
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
image-similarity-challenge
Winners of the Facebook Image Similarity Challenge
keras-unet
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
leetcode-master
LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
machine-learning-interview
Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
MeshSegNet
PyTorch version of MeshSegNet for tooth segmentation of intraoral scans (point cloud/mesh). The code also includes visdom for training visualization.
ModernConvNets
Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras
monk_v1
Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.
opencv-course
Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.
pythoncode-tutorials
The Python Code Tutorials
Segmentation-of-Teeth-in-Panoramic-X-ray-Image-Using-U-Net
The aim of this study is automatic semantic segmentation in one-shot panoramic x-ray image by using deep learning method with U-Net Model and binary image analysis in order to provide diagnostic information for the management of dental disorders, diseases, and conditions.
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
sentence-transformers
Sentence Embeddings with BERT & XLNet
ski-recommender
A recommender engine for ski runs as part of the Galvanize DSI capstone project
spark-nlp-workshop
Public runnable examples of using John Snow Labs' NLP for Apache Spark.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Tensorflow-2.0-Computer-Vision-Cookbook
Tensorflow 2.0 Computer Vision Cookbook, published by Packt
tensorflow-windows-wheel
Tensorflow prebuilt binary for Windows
tooth-detection
🦷 Detection of restorations and treatments on dental x-rays in Tensorflow, using Faster-RCNN
Transformers-for-Natural-Language-Processing
Transformers for Natural Language Processing, published by Packt
translate-python
Online translation as a Python module & command line tool. No key, no authentication needed.
unet
unet for image segmentation
workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker