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journalclub

Repo for Dampier computational journal club

laddernet

lottery-ticket-hypothesis

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.

mask_rcnn_on_ycb_video_dataset

Use images of the YCB Video Dataset to train a Mask RCNN model

materials

Bonus materials, exercises, and example projects for our Python tutorials

mdbdrums

MDB Drums

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

melgan

Unofficial PyTorch implementation of MelGAN vocoder (Training in progress)

models

Models and examples built with TensorFlow

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

nvidia2018

Datalab notebooks and my impressions from GTC 2018 organized by NVIDIA

objectdatasettools

Tools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera. This project prepares training and testing data for various deep learning projects such as 6D object pose estimation projects singleshotpose, as well as object detection and instance segmentation projects.

online-learning-with-3d-point-clouds-of-oakland-dataset

Final Commit

pokerai

An in-progress AI for poker playing that combines supervised, unsupervised, and reinforcement learning techniques

pokerai-1

Reinforcement-Learning AI that plays Texas Hold'em

pop_gen_cnn

posecnn

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

pvn3d

Code for "A Deep Point-wise 3D Keypoints Hough Voting Network for 6DoF Pose Estimation", CVPR 2020

pvn3d-1

pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

requests-for-research

A living collection of deep learning problems

rgbdplanedetection

RGBD plane detection and color-based plane refinement

robot-localization-using-particle-filtering

Robot Localization using Particle Filtering

robotics

summer 2020 ARC simulations for nvidia's isaac_sdk

self-attention-gan

self_driving_car_specialization

Assignments and notes for the Self Driving Cars course offered by University of Toronto on Coursera

shilling-attacks-pgm

A Probabilistic Graphical approach to detect different types of shilling attacks on Recommender Systems.

siammask_e

This is the add-on package for the pysot project. SiamMask_E is an updated version of SiamMask with ellipse fitting and bounding box scale refinement.