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DIP's Projects

cnn-svm icon cnn-svm

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

co-teaching icon co-teaching

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

cocostuff10k icon cocostuff10k

The official homepage of the (outdated) COCO-Stuff 10K dataset.

coda icon coda

The Common Data Access toolset

color-constancy-pix2pix icon color-constancy-pix2pix

Supporting code to the paper "Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?"

crc4docker icon crc4docker

Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"

crcpython icon crcpython

Image Analysis, Classification and Change Detection in Remote Sensing

crowdai-plant-village-model icon crowdai-plant-village-model

Transfer Learning from InceptionV3 model trained on the ImageNet dataset. Used for the CrowdAI's PlantVillage dataset to detect crop diseases. Download and unpack the training data from CrowdAI to use!

cvat icon cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

dada icon dada

Depth-aware Domain Adaptation in Semantic Segmentation

danet icon danet

Dual Attention Network for Scene Segmentation (CVPR2019)

data-augmentation-review icon data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

dcase_task2 icon dcase_task2

Training General-Purpose Audio Tagging Networks with Noisy Labels and Iterative Self-Verification

dcnn-on-fpga icon dcnn-on-fpga

Efficient Implementation of Deconvolutional Neural Networks on an FPGA

ddsmutility icon ddsmutility

Utility to greatly simplify downloading, converting, viewing and extracting annotations from the Digital Database for Screening Mammography (DDSM) database available here: http://marathon.csee.usf.edu/Mammography/Database.html

deep-gapfill icon deep-gapfill

Mirror of https://gitlab.irstea.fr/remi.cresson/deep-gapfill

deepcorrect icon deepcorrect

DeepCorrect: Correcting DNN models against Image Distortions

deepeye-webapp-to-detect-glaucoma icon deepeye-webapp-to-detect-glaucoma

This is a flask based project to deploy 2 DL models for the detection of glaucoma in fundus images. First model segments the optic disc and optic cup from the input images. Whereas second model classifies the segemented output as glaucomatic or healthy

deepflux icon deepflux

DeepFlux for Skeletons in the wild (CVPR 2019)

deepforest icon deepforest

Tree segmentation and classification using lidar and hyperspectral data with convolutional neural networks.

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