Pinned Repositories
adversarial_attacks_neural_networks
Label Smoothing and Adversarial Robustness
arma_networks_image_segmentation
Application of ARMA Networks on Image Segmentation task
cbam_cnn_architectures_image_classification
Spatial and Channel Attention in CNN Architectures for Image Classification task
cnn_architectures_image_classification
Different CNN Architectures for Image Classification task
cnn_architectures_image_segmentation
Different CNN Architectures for Medical Image Segmentation task
collatil_biomarker_gyn
Computational pathology tool to quantitatively characterize the immune-collagen relationship in gynecological cancers. The tool enables the prognostic stratification of patients and provides insights into the biology of the tumor microenvironment.
identify_macrophages_ihc
TAM-density biomarker using co-registered H&E and CD163 IHC-stained images
robot_target_tracking
Research Project on Multi-robot Target Tracking via Deep Reinforcement Learning
rvfl_research
Using Random Vector Functional Link Neural Nets for research purposes.
turtlebot_rrt
ROS-based Path Planning for Turtlebot Robot using Informed RRT* algorithm
arp95's Repositories
arp95/robot_target_tracking
Research Project on Multi-robot Target Tracking via Deep Reinforcement Learning
arp95/spp_net_image_classification
CNN Architectures(with and without SPP Layer) for Image Classification task
arp95/cnn_architectures_image_classification
Different CNN Architectures for Image Classification task
arp95/cnn_architectures_image_segmentation
Different CNN Architectures for Medical Image Segmentation task
arp95/collatil_biomarker_gyn
Computational pathology tool to quantitatively characterize the immune-collagen relationship in gynecological cancers. The tool enables the prognostic stratification of patients and provides insights into the biology of the tumor microenvironment.
arp95/dilated_residual_networks
Implementation of Dilated Residual Networks for Image Classification task
arp95/slic_superpixels_image_segmentation
SLIC Algorithm for Superpixel generation.
arp95/adversarial_attacks_neural_networks
Label Smoothing and Adversarial Robustness
arp95/til_biomarker_ovarian_cancer
TIL Biomarker Ovarian Cancer
arp95/vit_image_qc
Vision Transformer(ViT) for Image Quality Control of Cell-Painting Datasets
arp95/arma_networks_image_segmentation
Application of ARMA Networks on Image Segmentation task
arp95/identify_macrophages_ihc
TAM-density biomarker using co-registered H&E and CD163 IHC-stained images
arp95/app_deep_learning
T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis
arp95/ARMA-Networks
arp95/arma_networks_adversarial_robustness
Adversarial Robustness of ARMA Networks on CIFAR-10 dataset
arp95/collagen_biomarker_ovarian_cancer
Collagen Biomarker for Ovarian Cancer
arp95/d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.
arp95/data_centric_ai
Deeplearning.AI Data-Centric AI Competition
arp95/dilated_vgg_networks
Implementation of Dilated VGG Networks for Image Classification task
arp95/From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
arp95/gans_mnist
Deeplearning.ai GANs course, C1W1
arp95/Module-0
Module 0 - Fundamentals
arp95/Module-1
Module 1 - Autodifferentiation
arp95/Module-2
Module 2 - Tensors
arp95/mri_superesolution
MRI Superresolution
arp95/Pathomics_Collagen
Code for extracting collagen features on H&E images
arp95/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
arp95/PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch
arp95/triq
TRIQ implementation
arp95/vision_transformer_image_classification
Vision Transformer for Image Classification task