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Jialin Yuan's Projects

bayes-nn icon bayes-nn

Lecture notes on Bayesian deep learning

blog-file icon blog-file

blog files : backup & reading . coding and learning notes.

fcis icon fcis

Fully Convolutional Instance-aware Semantic Segmentation

filepreprocess icon filepreprocess

Implementation of some basic preprocess over image dataset, to generate input for different model. like:

focal-loss icon focal-loss

Tensorflow version implementation of focal loss for binary and multi classification

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

models icon models

Models and examples built with TensorFlow

omni3d-box icon omni3d-box

Code release for "Omni3D A Large Benchmark and Model for 3D Object Detection in the Wild"

pydensecrf icon pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pytorch-meta icon pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

solo icon solo

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

summary icon summary

learning materials summary, including blogs, authors, papers, conference, etc..

tensorboard-guidance icon tensorboard-guidance

Introduction about how to create log-file visualizing in TensorBoard in different framework

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