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Kunling's Projects

adain-style icon adain-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

artificio icon artificio

Deep learning computer vision algorithms for real-world use

augmentor icon augmentor

Image augmentation library in Python for machine learning.

camelot icon camelot

Camelot: PDF Table Extraction for Humans

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

crnn_ocr_lite icon crnn_ocr_lite

Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf] [IN PROGRESS]

data_skills icon data_skills

Web scraper for indeed job search to reveal the data scientist required skills keywords

dedupe icon dedupe

:id: A python library for accurate and scaleable fuzzy matching, record deduplication and entity-resolution.

deep-semantic-similarity-model icon deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dist-keras icon dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

ds-career-resources icon ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

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