francismontalbo
Doctor in Information Technology class of 2021. Deep Learning; Machine Learning; Computer Vision; Data Science
Philippines
Pinned Repositories
covid19_diagnosis_and_analysis_of_truncated_dcnns
francismontalbo
francismontalbo.github.io
fused-densenet-tiny
A novel approach in training a DenseNet model for diagnosing COVID-19 Chest X-Rays.
learning_javascript
learning_python
mfurecnn
mfurecnn montalbo 2021
mosquito_kd_2021
A novel method proposed for a research publication by Montalbo, Francis Jesmar P.
s3ar_unet
swatdcnn
Automated Diagnosis of Diverse Coffee Leaf Images through a Stage-Wise Aggregated Triple Deep Convolutional Neural Network
francismontalbo's Repositories
francismontalbo/fused-densenet-tiny
A novel approach in training a DenseNet model for diagnosing COVID-19 Chest X-Rays.
francismontalbo/swatdcnn
Automated Diagnosis of Diverse Coffee Leaf Images through a Stage-Wise Aggregated Triple Deep Convolutional Neural Network
francismontalbo/CapsLayer
CapsLayer: An advanced library for capsule theory
francismontalbo/my-codes-of-machine-learning
francismontalbo/Tensorflow-in-Practice-Specialization
Tensorflow-in-Practice-Specialization
francismontalbo/attention-is-all-you-need-paper
Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
francismontalbo/awesome-mlops
A curated list of references for MLOps
francismontalbo/Cascaded-FCN
Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
francismontalbo/Deep-Neural-Ensembles-toward-Malaria-Parasite-Detection-in-Thin-Blood-Smear-Images
This study evaluates the performance of custom and pretrained CNNs and construct an optimal model ensemble toward the challenge of classifying parasitized and normal cells in thin blood smear images. The results obtained are encouraging and superior to the state-of-the-art.
francismontalbo/free-programming-books
Free Programming Books
francismontalbo/IRCADb
deal with image and mask in dicom format
francismontalbo/ISBI-2020-LITS_Hybrid_Comp_Net
francismontalbo/LITS-CHALLENGE
INFORMATION FOR THE LIVER TUMOR SEGMENTATION CHALLENGE
francismontalbo/LITS2017-main1
liver tumor segmentation(2d UNet) for LITS2017
francismontalbo/Liver-Tumor-Segmentation-using-CNNs
Deep Convolutinal NN for Liver Tumor Segmentation in CT Scans
francismontalbo/liverseg-2017-nipsws
Detection-aided Liver Lesion Segmentation
francismontalbo/medical-multimodal-with-transfer-learning
francismontalbo/ML-YouTube-Courses
A repository to index and organize the latest machine learning courses found on YouTube.
francismontalbo/MosquitoDL
francismontalbo/Neural-Plot-Development
A Library for visualizing Neural Networks of the TensorFlow/Keras models.
francismontalbo/spatial-transformer-network
Spatial Transformer Network (STN) provides attention to a particular region to in an image, by doing transformation to the input image. The code in this repository does Affine transformation to image, but other transformation can be explored.
francismontalbo/Thesis-LiTS2017
francismontalbo/TransUnet
This repo reproduces the results of TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
francismontalbo/u_net_liver
francismontalbo/unet-lits-2d-pipeline
Liver Lesion Segmentation with 2D Unets
francismontalbo/Unet-liverCT
Unet network for liver CT image segmentation
francismontalbo/unetsegmentationdatasetpreprocessing
francismontalbo/VNet
MSc. Thesis - 3D Convolutional Neural Network for Liver Tumor Segmentation