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peria1's Projects

detr icon detr

End-to-End Object Detection with Transformers

dldb icon dldb

Code for creating annotated image sets to feed to deep learning frameworks, from digital histopathology files.

dldb2.0 icon dldb2.0

Python object for feeding biological image data to machine learning frameworks

hello-world icon hello-world

Learning git at last. This had better be better than SVN!

materials icon materials

Bonus materials, exercises, and example projects for our Python tutorials

pdesbynns icon pdesbynns

This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means of neural networks using TensorFlow.

personal-python icon personal-python

My own python utility functions, mostly inspired by things I made use of constantly in Matlab.

posecnn icon posecnn

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

rho_vae icon rho_vae

rho_VAE: an autoregressive parametrization of the VAE encoder

supcontrast icon supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

tensorrt icon tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

trainer icon trainer

A generic Python class for training neural networks in a transparent way

yolact icon yolact

A simple, fully convolutional model for real-time instance segmentation.

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