32l

caffe-mobilenet_v2

caffe based mobilenet v2 deploy

burst-denoising

CARN-pytorch

Official implementation of Efficient Cascading Residual Network for SR

DarkRank

Denoise-CNN-for-realtime-path-tracing-attempt

An attempt at a convolutional neural network for denoising incomplete path tracing renders using Feature Pyramid Networks of Lin et al. (https://arxiv.org/pdf/1612.03144.pdf)

distillation

A distillation practice implemented with Caffe2

Distilling-Object-Detectors

Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation

Distilling-Object-Detectors-Shuffledet

Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation

domain_transform_solver

Cuda implementation for domain transform solver, an edge-aware optimization algorithm.

Gated_pooling

A custom made layer for gated pooling in keras

insightface

Face Recognition Project on MXNet

interpolator

2D Frame Inbetweening

light_head_rcnn

Light-Head R-CNN

LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

PCN

Progressive Calibration Networks (PCN) is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

prednet-pytorch

PWC-Net_tf

PWC-Network with TensorFlow

quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

R-FCN-PSROIAlign

A Caffe implementation of PSROI-Align

replayed_distillation

Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv soon!)

RFBNet

slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

SNIPER

SNIPER is an efficient multi-scale object detection algorithm

spatial-transformer-GAN

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing (CVPR 2018)

SSD-Knowledge-Distillation

A PyTorch Implementation of Knowledge Distillation on SSD

tf-bsrn-sr

Official implementation of block state-based recursive network (BSRN) for super-resolution in TensorFlow

True-Motion-Estimation

my cpp implementation of True-Motion Estimation with 3-D Recursive Search Block Matching

VideoSR

yolt

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery