Maria Rodriguez (yrodriguezmd)

yrodriguezmd

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Maria Rodriguez's starred repositories

detr

End-to-End Object Detection with Transformers

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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tpu

Reference models and tools for Cloud TPUs.

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a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

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hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

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meta-transfer-learning

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

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pytorch_objectdetecttrack

Object detection in images, and tracking across video frames

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dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

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fire-detection-from-images

Detect fire in images using neural nets

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mimic-iv

Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code

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AL-MDN

Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)

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cord19

Get started with CORD-19

auto_annotate

Labeling is boring. Use this tool to speed up your next object detection project!

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walkwithfastai.github.io

Host for https://walkwithfastai.com

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mtl-ssl

Multi-task Self-supervised Object Detection via Recycling of Bounding Box Annotations (CVPR, 2019)

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object-detection-app

Simple object detection app with streamlit

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pseudo_labeling_small_datasets

Pseudo Labeling for Neural Networks and Logistic Regression/SVMs ( Based on "Pseudo-Label : The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks")

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circEWS

circEWS public code

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NoisyStudent

"Self-training with Noisy Student improves ImageNet classification" pytorch implementation

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Pancreas-CT-image-and-volumetric-semantic-segmentation

Automatic image (2D) and volume (3D) binary semantic segmentation of pancreas computed tomography (CT) using UNet architecture.

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SelfHAR

Improving Human Activity Recognition through Self-training with Unlabeled Data

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MvMM-Demo

PyTorch implementation for multivariate mixture model on cardiac segmentation from multi-source images (TPAMI 2019)

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Parkingspot_Vacancy

Final Springboard capstone project. Finding available parking spots using a camera and machine learning.

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vector_cv_tools

Tooling, demos, and examples from Vector Computer Vision Project

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espiownage

Ownage of ESPI image inference. (Pronounced like "espionage" but with a little "own" in the middle.)

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OpenHeart-Project

Building an open-source platform to foster international collaboration in the field of mechanical circulatory support

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