nhonth

visualize-3D-BoundingBox

AugmentedAutoencoder

Official Code: Implicit 3D Orientation Learning for 6D Object Detection from RGB Images

context_aug

Context-driven data augmentation for Object Detection (ECCV'18)

deep-image-prior

Image restoration with neural networks but without learning.

DeLF-pytorch

PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"

DELG

Pytorch Implementation of Unifying Deep Local and Global Features for Image Search (DELG)

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

docker

Docker official jenkins repo

fastai

The fastai deep learning library, plus lessons and and tutorials

few-shot-ssl-public

Meta Learning for Semi-Supervised Few-Shot Classification

IIC

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

metric-learning-divide-and-conquer

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

mrpt

Approximate Nearest Neighbour Search with Multiple Random Projection Trees

mscnn

Caffe implementation of our multi-scale object detection framework

msmo_star_model

multi-scale multi-object star model Matlab code for single shot object recognition

nhonth.github.io

Build a Jekyll blog in minutes, without touching the command line.

Occlusion_Net

Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph Networks

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

proxy-nca

PyTorch Implementation of `No Fuss Distance Metric Learning using Proxies` (as introduced by Google Research).

pytorch-caffe

load caffe prototxt and weights directly in pytorch

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-NetVlad

Pytorch implementation of NetVlad including training on Pittsburgh.

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorchviz

A small package to create visualizations of PyTorch execution graphs

sample_images

SAR-Ship-Dataset

science_rcn

Reference implementation of a two-level RCN model

singleshotpose

This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).

tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization