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Leehwa's Projects

digits icon digits

Deep Learning GPU Training System

dpl icon dpl

Codes for our paper "Deep Patch Learning for Weakly Supervised Object Classification and Discovery".

dsod icon dsod

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

ecanet icon ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

face2face-demo icon face2face-demo

pix2pix demo that learns from facial landmarks and translates this into a face

fastannotationtool icon fastannotationtool

A tool using OpenCV to annotate images for image classification, optical character reading, ...

fcis icon fcis

Fully Convolutional Instance-aware Semantic Segmentation

fractalnet icon fractalnet

FractalNet: A fractal-based neural network architecture

fusenet icon fusenet

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

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.

house3d icon house3d

a Realistic and Rich 3D Environment

ia-ssd icon ia-ssd

Not All Points Are Equal: Learning Highly Efficient Point-based Detectorsfor 3D LiDAR Point Clouds (CVPR 2022)

inception-v4 icon inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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