Top 7 Python eccv2022 Projects

NAFNet

5 2,001 0.0 Python

The state-of-the-art image restoration model without nonlinear activation functions.

Project mention: Workflow to denoise low quality images? | /r/comfyui | 2023-11-29

I've tried using NAFNet but this simply does not work on most images I've tried. I've tried using VEAencode then using low denoise parameter on a KSampler while describing the image as much as possible and did not get good results as well.

XMem

11 1,588 6.3 Python

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

Project mention: [D] Which open source models can replicate wonder dynamics's drag'n'drop cg characters? | /r/MachineLearning | 2023-06-11

Use Segmentation Model (SAM) combined with Inpainting model (E2FGVI) and Xmem to cut out the live action subject.

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
simplerecon

4 1,202 3.3 Python

[ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions
Text2LIVE

2 849 0.0 Python

Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)
swin2sr

2 526 2.6 Python

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
parseq

1 496 6.7 Python

Scene Text Recognition with Permuted Autoregressive Sequence Models (ECCV 2022)

Project mention: need help for license plate number segmentation | /r/deeplearning | 2023-05-31

I really recommend the usage of scene text recognition models. They are perfect for these type of usecases: https://github.com/baudm/parseq or check https://paperswithcode.com/task/scene-text-recognition make sure to check the licenses and good luck 👍🏻

ml-gmpi

4 335 2.6 Python

Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).