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accelerate-discoveries

Incorporating distribution of experts in order to better predict the future discovery of novel scientific connections

attention-graph-convolution-network-for-image-segmentation-in-big-sar-imagery-data

the code of paper "Attention Graph Convolution Network for Image Segmentation in Big SAR Imagery Data"

automatic-target-classification-in-sar-images-using-convolutional-neural-networks

SAR -> Synthetic Aperture Radar. This project is based on predicting the accuracy of the testing data set over the training data set using the MSTAR(Moving and Stationary Target Acquisition and Recognition) database and plotting the graph of the Results.csv file.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

bt-unet

BT-Unet: A self-supervised learning framework

comp_ling

crpm-net

PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Mapping Network in Complex Domain. https://arxiv.org/abs/1909.10783

cs-insights-crawler

This repository implements the interaction with DBLP, information extraction and pre-processing of papers, and a client to store data to the cs-insights-backend.

deeplearning.ai-gans-specialization

A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dual_progress

fusar-map

Object-level semantic segmentation on the high-resolution FUSAR-Map dataset

gan_mask-rcnn

homework-notebooks-2024-winter

This is the homework notebook repository for Computational Content Analysis (Winter 2024).

human-centered-machine-learning

Schedule and Syllabus for Human-Centered Machine learning.

introrl

Intro to Reinforcement Learning (强化学习纲要）

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

metaphor

Metaphor classification for verbs and content words

metaphor-1

Cross-lingual metaphor detection.

moleculartransformerembeddings

Code and data for the Transformer neural network trained to translate between molecular text representations and create molecular embeddings.

networkforcast

polsf

pydensecrf

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

sar-data-multi-label-classification

Multi Class SAR data Classification with U net architecture - tensorflow

sar-fcn-dk3

These are a set of functions to apply a fully convolutional network on a multi-temporal SAR images for semantic segmentation.

sar-image-recognition

This is a CNN for Polarimetric SAR Image Classification

sar-image-segmentation

The project consists of two architecture for SAR Image segmentation

sar.ai

:satellite: Multi-Level Pattern Histogram for Synthetic-Aperture Radar (SAR) image classification into terrain classes.

sarseg

Pytorch Codes for the paper 'MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images'

satellite-image-segmentaion

Customly designed U-Net Architecture by Self Supervise Learning techniques and Depth Wise Separable Convolution Neural Network