rotorliu

a-PyTorch-Tutorial-to-Image-Captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-panoptic-segmentation

This repo is the collection of the challenging panoptic segmentation, including papers and codes.

bts

From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation

CCNet

CCNet: Criss-Cross Attention for Semantic Segmentation (ICCV 2019).

cifar10-fast

cityscapesScripts

README and scripts for the Cityscapes Dataset

demo-self-driving

Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

fast-depth

ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"

FCOS

FCOS: Fully Convolutional One-Stage Object Detection

FreeAnchor

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

imagepy

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

Instaboost

Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"

MAX-Image-Caption-Generator

IBM Code Model Asset Exchange: Show and Tell Image Caption Generator

mish-cuda

Mish Activation Function for PyTorch

Python

All Algorithms implemented in Python

PyTorch-On-Angel

PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.

RAdam

On The Variance Of The Adaptive Learning Rate And Beyond

RefineDet.PyTorch

A higher performance PyTorch implementation of Single-Shot Refinement Neural Network for Object Detection

retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

seamseg

Seamless Scene Segmentation

Segmentation.X

Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation

SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

tensorrt-laboratory

Explore the Capabilities of the TensorRT Platform

torch2trt

An easy to use PyTorch to TensorRT converter

UPSNet

UPSNet: A Unified Panoptic Segmentation Network

wechat-weapp-movie

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