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deep-convolutional-neural-networks

Here are 44 public repositories matching this topic...

bmezaris / L-CAM

Code for our paper "Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention Mechanism", by I. Gkartzonika, N. Gkalelis, V. Mezaris, presented and included in the Proceedings of the ECCV 2022 Workshop on Vision with Biased or Scarce Data (VBSD), Oct. 2022.

classifier image-classification attention bias explainable-ai xai deep-convolutional-neural-networks class-activation-map classifier-explainability

Updated Nov 8, 2022
Python

stanleyjzheng / COVID-GoogleNet

COVID-19 diagnosis using Chest-x rays using Deep Convolutional Neural Networks in Pytorch using limited resources

pytorch resnet googlenet deep-convolutional-networks deep-convolutional-neural-networks covid-19

Updated Jul 22, 2020
Python

ananyaroy1011 / Image-Segmentation

Deep Convolutional Encoder-Decoder Architecture implemented along with max-pooling indices for pixel-wise semantic segmentation using CamVid dataset.

tensorflow keras segnet semantic-segmentation augmentation max-pooling camvid-dataset pixel-wise deep-convolutional-neural-networks encoder-decoder-architecture albumentations

Updated Oct 26, 2021
Python

miguelangelnieto / Dog-Breed-Classifier

Built an algorithm to identify canine breed given an image of a dog. If given image of a human, the algorithm identifies a resembling dog breed.

transfer-learning deep-convolutional-neural-networks

Updated Feb 1, 2018
HTML

s-themis / cnn-architectures

Keras implementation of influential CNN architectures.

computer-vision keras deep-convolutional-neural-networks cnn-architectures

Updated Apr 25, 2021
Python

KiranRaghavendra1248 / Breast-Cancer-Detection-on-Histopathological-Data

Breast cancer detection on BreakHis dataset

image-processing classification resnet-50 deep-convolutional-neural-networks google-net alexnet-pytorch

Updated Aug 11, 2023
Jupyter Notebook

ragamarkely / face_generation_dcgan

Build a Deep Convolutional Generative Adversarial Networks (DCGANs) to generate new images of faces.

gans generative-adversarial-networks dcgans deep-convolutional-neural-networks

Updated Apr 16, 2018
HTML

chandnii7 / Image-Segmentation

Deep Convolutional Encoder-Decoder Architecture implemented along with max-pooling indices for pixel-wise semantic segmentation using CamVid dataset.

tensorflow keras segnet semantic-segmentation augmentation max-pooling camvid-dataset pixel-wise deep-convolutional-neural-networks encoder-decoder-architecture albumentations

Updated Dec 31, 2020
Jupyter Notebook

anant1203 / Cilia-Segmentation

Cilia are micro-scopic hairlike structures that protrude from literally every cell in your body. They beat in regular, rhythmic patterns to perform myriad tasks, from moving nutrients in to moving irritants out to amplifying cell-cell signaling pathways to generating calcium fluid flow in early cell differentiation. Cilia, and their beating patt…

opencv deep-learning tensorflow numpy pandas python-3 keras-tensorflow deep-convolutional-neural-networks unet-image-segmentation

Updated Mar 7, 2019
Jupyter Notebook

vshantam / EraGenes-Prediction

EraGenes is basically the combination of two latin words Era means age and Genes means gender. This project is basically about Extracting the basic key features from Human faces in Real time.

scikit-learn machine-learning-algorithms keras python3 python2 opencv-python haar-cascade-classifier deep-convolutional-neural-networks

Updated Dec 1, 2018
Python

jondeaton / HumanProteinAtlas

Protein localization in cell microscopy images Kaggle competition

deep-learning deep-convolutional-neural-networks image-classfication

Updated Feb 10, 2019
Python

Mrugank-Upadhyay / pneumonia-cnn

Deep CNN to classify pneumonia patients through x-ray images using PyTorch

pytorch matplotlib deep-convolutional-neural-networks torchvision

Updated May 24, 2022
Python

skyradez / Handwriting-Recognition-with-Deep-Convolutional-Neural-Network-ANN-Qualification-2023

Handwriting Recognition with Deep Convolutional Neural Network (DCNN)

deep-learning artificial-intelligence mnist mnist-dataset artificial-neural-networks convolutional-neural-networks handwriting-recognition dcnn deep-convolutional-neural-networks

Updated May 2, 2023
Python

Mrugank-Upadhyay / Pneumonia-Deep-CNN

seaborn data-engineering ml-project deep-convolutional-neural-networks

Updated Jul 23, 2024
Python

aprimadi / image-orientation-ai

Automatic Image Orientation using Deep Learning

python machine-learning deep-neural-networks deep-learning tensorflow keras artificial-intelligence deep-convolutional-neural-networks automatic-image-orientation

Updated Mar 7, 2018
Python

Ohara124c41 / MLND-Dog_Breed_Classifier

Built an algorithm to identify canine breed given an image of a dog. If given image of a human, the algorithm identifies a resembling dog breed.

optimization modeling transfer-learning model-tuning deep-convolutional-neural-networks

Updated Dec 29, 2018
Jupyter Notebook

AntoinePassemiers / Master-Thesis

Master Thesis on Protein Contact Prediction

bioinformatics deep-convolutional-neural-networks protein-contact-prediction

Updated Aug 26, 2019
TeX

sarthakbatragatech / MowMowInc

Labeling Tool Kit and Neural Network for Autonomous Lawnmower

capstone-design deep-convolutional-neural-networks autonomous-lawnmower

Updated Feb 4, 2019
Python

NvsYashwanth / DCGAN-on-SVHN

Implementation of DCGAN on the Street View House Numbers (SVHN) dataset.

deep-learning streetview cnn pytorch artificial-intelligence dataset generative-adversarial-network gan neural-networks convolutional-neural-networks implementation deep-convolutional-neural-networks svhn-dataset

Updated Sep 25, 2020
Jupyter Notebook

LiorErenreich / Introduction-to-Machine-Learning-TAU

My solutions to the assignments in Introduction to Machine Learning course at Tel Aviv University (course number: 0368-3235)

machine-learning neural-networks gradient-descent academic-project convex deep-convolutional-neural-networks pac-learning

Updated Jun 17, 2023
Python

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