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benchmarkreliability

This is the official code repository for this paper: https://arxiv.org/abs/2311.17876

br_npa

The official implementation of the BR-NPA model

clustnet

A pytorch neural net to do weakly-supersived learning using a hard mixture of experts

convmesh

Code for "Convolutional Generation of Textured 3D Meshes", NeurIPS 2020

dg-net

Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral)

e3bm

PyTorch implementation of "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning" (ECCV 2020)

embryo_exp_db_management

meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

metrics-saliency-maps

Official repo of the paper "Metrics for Saliency Map Evaluation of Deep Learning Explanation Methods"

milq

Useful code of Manuel Ignacio López Quintero

models

Models and examples built with TensorFlow

openseg.pytorch

The Pytorch code of OCNet series and SegFix.

prj-medtec_androidapp

Code and issue about EchOpen display -- now on, #Android -- Perhaps some duplication with http://echopen.org/

protopnet

This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).

prototree

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition

prototype_sanity_checks

Code for the experiments described in the paper "Sanity checks for patch visualisation in prototype-based image classification" (XAI4CV 2023)

pytorch_lmdb_dataset

pytorch lmdb dataset with protobuf

removetextbias

A small experiment to try to remove the bias texture from CNN

scenedetection

A deep model to automatically segment a movie into scene

train_on_biologists_annotations

This repo can be used to train a model on the blastocysts annotations.

vision

Datasets, Transforms and Models specific to Computer Vision