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batch-normalization

Here are 187 public repositories matching this topic...

SarveshChandra / Machine-Learning-and-Artificial-Intelligence-Case-Studies

AIML Projects

statistics computer-vision deep-learning random-forest feature-extraction batch-normalization neural-networks supervised-learning pca recommendation-system ensemble-learning object-detection adaboost decision-trees feature-engineering unsupervised-learning support-vector-machines object-recognition knearest-neighbor-algorithm gradient-boosting

Updated May 26, 2024
Jupyter Notebook

gd-jang / TEMPLE

Test-Time Entropy Minimization with Prototype Learning for EEG Signals

batch-normalization drowsiness-detection tta prototype-learning energy-based-ood

Updated May 22, 2024
Python

fatimagulomova / deep-learning-course

Deep Learning Courses

deep-neural-networks deep-learning neural-network keras batch-normalization backpropagation-learning-algorithm vgg16 cnn-keras mobilenet cnn-classification tensorflow2

Updated May 12, 2024
Jupyter Notebook

harinik05 / LeukoDif

Denoising Diffusion Medical Model (DDMM) on PyTorch for generating datasets of Acute Lymphoblastic Leukemia 🩺💜

encoder decoder pytorch embeddings batch-normalization convolutional-layers vae image-segmentation unet medical-image-processing oncology max-pooling diffusion-models generative-ai

Updated May 2, 2024
Jupyter Notebook

adityab / CrossQ

Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"

reinforcement-learning batch-normalization

Updated Apr 8, 2024
Python

rezakj / iCellR

Single (i) Cell R package (iCellR) is an interactive R package to work with high-throughput single cell sequencing technologies (i.e scRNA-seq, scVDJ-seq, scATAC-seq, CITE-Seq and Spatial Transcriptomics (ST)).

clustering dropout batch-normalization imputation scrna-seq diffusion-maps clustering-algorithm 3d umap normalization 10xgenomics cell-type-classification intractive-graph cite-seq singel-cell-sequencing pseudotime scvdj-seq icellr

Updated Mar 28, 2024
R

hugohiraoka / Bank_Customer_Churn_Prediction

Model to predict bank customer churn

dropout batch-normalization neural-networks hyperparameter-optimization stochastic-gradient-descent adam-optimizer gridsearchcv randomizedsearchcv

Updated Mar 19, 2024
HTML

vicaaa12 / Deep-Neural-Networks

Neural Network

callback batch-normalization artificial-neural-networks regularization multi-layer-perceptron hyperparameter-tuning weight-initialization keras-classification-models keras-tensorflow sequential-models earlystopping auc-roc-curve crossvalidation weights-and-biases k-fold-cross-validation dropout-layers

Updated Feb 23, 2024
Jupyter Notebook

manashpratim / Deep-Learning-From-Scratch

python deep-neural-networks deep-learning numpy cnn python3 recurrent-neural-networks gru dropout batch-normalization rnn convolutional-neural-networks mlp multi-layer-perceptron scratch-implementation gated-recurrent-units maxpooling-layer

Updated Feb 15, 2024
Jupyter Notebook

kiwi12138 / RealisticTTA

Official repository for AAAI2024 paper <Unraveling Batch Normalization for Realistic Test-Time Adaptation>.

batch-normalization transfer-learning domain-adaptation test-time-adaptation aaai2024

Updated Jan 24, 2024
Python

RimTouny / Weed-Species-Classification-and-Bounding-Box-Regression

Leveraging advanced image processing and deep learning, this project classifies plant images using a subset of the Plant Seedlings dataset. The dataset includes diverse plant species captured under varying conditions. This project holds significance within my Master's in Computer Vision at uOttawa (2023).

regression cnn dropout batch-normalization convolutional-layers regularization flattening pooling weight-normalization vgg-16 keras-api bounding-box plant-seedlings-dataset block2-pool

Updated Jan 16, 2024
Jupyter Notebook

mohadeseh-ghafoori / Coursera-Deep-Learning-Specialization

Updated Jan 1, 2024
Jupyter Notebook

Connor-Shen / Exploration-on-Batch-Normalization

In this PJ I build a simple Conv2d network and implement some beneficial modifications based on it. Meanwhile, by researching into the BatchNorm algorithm, I verify its benefits on a variety of procedures.

cnn batch-normalization cifar10

Updated Dec 10, 2023
Python

m-vidal / functional-whitening

M. Vidal & A. M. Aguilera. Novel whitening approaches in functional settings. Stat, 12(1), e516.

machine-learning batch-normalization whitening functional-data

Updated Nov 11, 2023
R

anish-lakkapragada / SeaLion

The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.

python data-science machine-learning algorithms modeling batch-normalization neural-networks data-analysis unsupervised-learning kmeans-clustering machine-learning-python dbscan-clustering regression-algorithms k-nearest-neighbors

Updated Nov 7, 2023
Python

hugohiraoka / Identifying_Plant_Seedlings_Images

A CNN model to identify images of plant seedlings.

batch-normalization regularization convolutional-neural-networks class-imbalance hyperparameter-tuning gaussian-blur early-stopping

Updated Aug 31, 2023
HTML

Si-ddhartha / BatchNorm_Before_vs_After

batch-normalization tensorflow2

Updated Aug 30, 2023
Jupyter Notebook

apple / ml-tune-mode-convbn

Tune-Mode ConvBN Blocks For Efficient Transfer Learning

efficiency batch-normalization convolutional-neural-networks transfer-learning pytorch-fx

Updated Aug 1, 2023
Python

meryemtetik / Image_Classification

CIFAR10 Dataset.

batch-normalization image-classification convolutional-neural-networks flatten conv2d early-stopping

Updated Jul 12, 2023
Jupyter Notebook

sabrid369 / BFMD-SN-U-net

The open source code for the paper "Block Attention and Switchable Normalization based Deep Learning Framework for Segmentation of Retinal Vessels"

deep-neural-networks medical-imaging batch-normalization supervised-learning segmentation normalization layer-normalization u-net instance-normalization medical-image-segmentation computer-aided-diagnosis spatial-attention channel-attention retinal-vessel-segmentation regularization-to-avoid-overfitting bfmd-sn-u-net gci-cbam

Updated Jul 8, 2023
Python

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