jamycheung

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

torch2trt

An easy to use PyTorch to TensorRT converter

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

semantic-segmentation

SOTA Semantic Segmentation Models in PyTorch

ml-mobileone

This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".

RGBX_Semantic_Segmentation

einx

Universal Tensor Operations in Einstein-Inspired Notation for Python.

CycleMLP

[ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"

RIPU

[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940

DELIVER

Repository of DELIVER dataset and CMNeXt models (CVPR 2023)

SePiCo

[TPAMI 2023 ESI Highly Cited Paper] SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2204.08808

APES

Official repository for paper "Attention-based Point Cloud Edge Sampling" (APES), Highlight@CVPR 2023

360BEV

Repository of 360BEV

FishDreamer

[CVPRW23] Implementation of ''FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation''

MuscleMap

RelaMiX

OpenSU

RoDLA

RoDLA: Benchmarking the Robustness of Document Layout Analysis Models

OPSTL

OPSTL: Self-supervised Skeleton-based Action Recognition in Occluded Environments

ISSAFE

Improving Semantic Segmentation in Accidents by Fusing Event-based Data

TransKD

flying-guide-dog

Official implementation of "Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation", IEEE ROBIO 2021

DensePASS

DTCLMapper

OAFuser

MISS

AltChart

Official repositorery for the paper "AltChart: Multi-Pretext Tasks for Better Chart Summaries"

Document-Graphics-Digitization

official repo for the ICDAR 2023 paper "Line Graphics Digitization: A Step Towards Full Automation"