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3d_sift_pycuda

Python version of the 3D SIFT CUDA

3dunet-pytorch

3DUNet implemented with pytorch

ants

Advanced Normalization Tools (ANTs)

bingham-rotation-learning

A Smooth Representation of SO(3) for Deep Rotation Learning with Uncertainty.

cupoch

Robotics with GPU computing

dicom-numpy

Properly generate a 3D numpy array from a set of DICOM files.

hausdorffloss

Implementation of Hausdorff loss function for DNN learning in segmentation tasks.

learning3d

This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).

medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

mole_detection

mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

natural-language-processing-specialization

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

nnunet

opencv-experiments

Notebooks for experimenting with OpenCV

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

super-mario-bros-a3c-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

torch-points3d

Pytorch framework for doing deep learning on point clouds.

torchir

Deep learning image registration library for PyTorch

visual-6-dof-pose-tracker

This is a repository on top of the DodecaPen base code.

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥