RobustVideoMatting and background composing in one model by using onnxruntime.

Last update: Apr 07, 2022

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Overview

RVM_onnx_compose

RobustVideoMatting and background composing in one model by using onnxruntime.

Usage

pip install -r requirements.txt
python infer_cam_onnx_freeze.py

Press key 1~4 for changing 4 background images in folder backgrounds, press key 5 for using video as background, press 0 for green background, press q for raw web-cam stream.

To do

Solve memory leak, which may caused by cap.read()

Owner

Quantum Liu

RAmen

GitHub Repository

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RobustVideoMatting and background composing in one model by using onnxruntime.

Related tags

Overview

RVM_onnx_compose

Usage

To do

Owner

Quantum Liu

Official implementation for: Blended Diffusion for Text-driven Editing of Natural Images.

Codes for NeurIPS 2021 paper "On the Equivalence between Neural Network and Support Vector Machine".

Optimize Trading Strategies Using Freqtrade

Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.

AdaNet is a lightweight TensorFlow-based framework for automatically learning high-quality models with minimal expert intervention

HINet: Half Instance Normalization Network for Image Restoration

Official code for Score-Based Generative Modeling through Stochastic Differential Equations

Streamlit Tutorial (ex: stock price dashboard, cartoon-stylegan, vqgan-clip, stylemixing, styleclip, sefa)

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

TrackTech: Real-time tracking of subjects and objects on multiple cameras

A project that uses optical flow and machine learning to detect aimhacking in video clips.

Deep learning model, heat map, data prepo

Code for binary and multiclass model change active learning, with spectral truncation implementation.

This is the repository for paper NEEDLE: Towards Non-invertible Backdoor Attack to Deep Learning Models.

Chainer Implementation of Semantic Segmentation using Adversarial Networks

[IROS'21] SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration

(JMLR' 19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

A pre-trained model with multi-exit transformer architecture.