soudipd's Projects
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation
All Algorithms implemented in Python
A list of recommended Python libraries, and resources, intended for scientific Python users.
A Temporal Extension Library for PyTorch Geometric
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade
Resources of semantic segmantation based on Deep Learning model
Learning Saliency Propagation for Semi-supervised Instance Segmentation
TensorFlow implementation of DeepMask and SharpMask
CS4180 Deep Learning Course Project
Config files for my GitHub profile.
An updated introduction to the Spring Framework 5. Become an Expert understanding the core features of Spring In Depth. You would write Unit Tests, AOP, JDBC and JPA code during the course. Includes introductions to Spring Boot, JPA, Eclipse, Maven, JUnit and Mockito.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
A powerful open source test automation platform for Web Apps, Mobile Apps, and APIs. Build stable and reliable end-to-end tests @ DevOps speed.
Developing Add-ons for Testsigma.
基于Tensorflow的常用模型,包括分类分割、新型激活、卷积模块,可在Tensorflow2.X下运行。
TGS Salt Challenge
U-Net
Medical Image Segmentation
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
MSc. Thesis - 3D Convolutional Neural Network for Liver Tumor Segmentation
An implementation of VoxResNet for brain segmentation.