973 Repositories
Python low-light-video-enhancement Libraries
Code release for Convolutional Two-Stream Network Fusion for Video Action Recognition
Convolutional Two-Stream Network Fusion for Video Action Recognition
Telegram Music/ Video Streaming Bot Using Pytgcalls
Video Player ๐ฅ แดขแดษชแด แด แด แดสแดyแดส ษช๊ฑ แด แดแดสแดษขสแดแด แดสแดแดแดแดแด สแด๊ฑแดแด แดษด แดสสแดษขสแดแด ๊ฐแดส แดสแดส แดแด๊ฑษชแด๊ฑ ษชษด แด แด แดสแดแด๊ฑ... ๐ ก๐ ๐ ๐ ๐ ข๐ ฃ๐ ๐ ฃ๐ ข สแดQแดษชสแดแดแดษดแด๊ฑ ๐ FFmpeg NodeJ
Speckle-free Holography with Partially Coherent Light Sources and Camera-in-the-loop Calibration
Speckle-free Holography with Partially Coherent Light Sources and Camera-in-the-loop Calibration Project Page | Paper Yifan Peng*, Suyeon Choi*, Jongh
A video scene detection algorithm is designed to detect a variety of different scenes within a video
Scene-Change-Detection - A video scene detection algorithm is designed to detect a variety of different scenes within a video. There is a very simple definition for a scene: It is a series of logically and chronologically related shots taken in a specific order to depict an over-arching concept or story.
DIP-football - A football video analyse system based on Yolov5, alphapose, Qt6
่ถณ็่ง้ขๅๆ็ณป็ป ไฝ่ ้ๅพไธ [email protected] ๆนๅคฉๅฎฌ [email protected] ็ฎไป ๆฌ้กน็ฎๆฏSJTU 21-22ๅญฆๅนดCS386 ๆฐๅญๅพๅๅค็่ฏพ็จ็ๅคงไฝไธ๏ผๆฌๆๆฏ่ถณ็่ง้ขๅๆ็ณป็ป็ๅ่ๆๆกฃใๆไปฌไธป่ฆๅฎ็ฐไบไปฅไธๅ่ฝ๏ผ ๅบไบYolo v5ๅPastaNetๆญๅปบไบ่ถณ็่ง้ข็
Discord-Lite - A light weight discord client written in Python, for developers, by developers.
Discord-Lite - A light weight discord client written in Python, for developers, by developers.
Doods2 - API for detecting objects in images and video streams using Tensorflow
DOODS2 - Return of DOODS Dedicated Open Object Detection Service - Yes, it's a b
Video-Player - Telegram Music/ Video Streaming Bot Using Pytgcalls
Video Player ๐ฅ แดขแดษชแด แด แด แดสแดyแดส ษช๊ฑ แด แดแดสแดษขสแดแด แดสแดแดแดแดแด สแด๊ฑแดแด แดษด แดสสแดษขสแดแด ๊ฐแดส แดสแดส
Ffmpeg videostream - High speed video frame access in Python, using FFmpeg and FFshow
FFmpeg VideoStream High speed video frame access in Python, using FFmpeg and FFshow This script requires: Karl Kroening's 'ffmpeg-python' library. (ht
Video stream image stacking -- live version
video stream image stacking v2 -- live version A very simple streamed video image stacking code! Version 2.1 left mouse click to select a small region
๐ด ๐ก๐๐๐๐๐๐๐ ๐๐๐ก ๐กโ๐๐ก ๐๐๐ ๐๐๐ค๐๐๐๐๐ ๐ฃ๐๐๐๐ ๐๐๐ ๐๐ข๐๐๐ ๐๐๐๐ ๐ฆ๐๐ข๐ก๐ข๐๐ ๐๐๐ ๐ฃ๐๐๐๐ ๐ค๐๐๐ ๐๐ก๐๐ ๐๐ข๐๐๐๐๐ฆ
๐ด ๐ก๐๐๐๐๐๐๐ ๐๐๐ก ๐กโ๐๐ก ๐๐๐ ๐๐๐ค๐๐๐๐๐ ๐ฃ๐๐๐๐ ๐๐๐ ๐๐ข๐๐๐ ๐๐๐๐ ๐ฆ๐๐ข๐ก๐ข๐๐ ๐๐๐ ๐ฃ๐๐๐๐ ๐ค๐๐๐ ๐๐ก๐๐ ๐๐ข๐๐๐๐๐ฆ
Light-Head R-CNN
Light-head R-CNN Introduction We release code for Light-Head R-CNN. This is my best practice for my research. This repo is organized as follows: light
Video2x - A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR.
Official Discussion Group (Telegram): https://t.me/video2x A Discord server is also available. Please note that most developers are only on Telegram.
Autosub - Command-line utility for auto-generating subtitles for any video file
Auto-generated subtitles for any video Autosub is a utility for automatic speech recognition and subtitle generation. It takes a video or an a
Repositรณrio criado para abrigar os notebooks com a listas de exercรญcios propostos pelo professor Gustavo Guanabara do canal Curso em Vรญdeo do YouTube durante o Curso de Python 3
Curso em Vรญdeo - Exercรญcios de Python 3 Sobre o repositรณrio Este repositรณrio contรฉm os notebooks com a listas de exercรญcios propostos pelo professor G
Videocaptioning.pytorch - A simple implementation of video captioning
pytorch implementation of video captioning recommend installing pytorch and pyth
YouTube-Video-Downloader - Download Youtube Videos for free.
YouTube-Video-Downloader Download Youtube Videos for free. Installing Dependencies:- Windows pip install pytube Mac/Linux pip3 install pytube Clonin
Face_mosaic - Mosaic blur processing is applied to multiple faces appearing in the video
ๅๆฉ face_recognitionใไฝฟ็จใใฆๅพใใใ้กๅบงๆจใฏ้ทๆนๅฝขใงใใใใใฎๅบงๆจใใใฎใพใพ็จใใฆใผใใๅฆ็ใ่กใฃใๅ ดๅๅพใใใ็ปๅใฏ้ใใ ใใใซๅฏพใใฆใข
A Survey on Deep Learning Technique for Video Segmentation
A Survey on Deep Learning Technique for Video Segmentation A Survey on Deep Learning Technique for Video Segmentation Wenguan Wang, Tianfei Zhou, Fati
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation.
Training Script for Reuse-VOS This code implementation of CVPR 2021 paper : Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Vi
Semi-supevised Semantic Segmentation with High- and Low-level Consistency
Semi-supevised Semantic Segmentation with High- and Low-level Consistency This Pytorch repository contains the code for our work Semi-supervised Seman
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing
CapsuleVOS This is the code for the ICCV 2019 paper CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing. Arxiv Link: https://a
The code of Zero-shot learning for low-light image enhancement based on dual iteration
Zero-shot-dual-iter-LLE The code of Zero-shot learning for low-light image enhancement based on dual iteration. You can get the real night image tests
Rocks vc Userbot: A Telegram Bot Project That's Allow You To Play Audio And Video Music On Telegram Voice Chat Group
โญ๏ธ Rocks VC Userbot โญ๏ธ Telegram Userbot To Play Audio And Video Song On VC Chat
This Jupyter notebook shows one way to implement a simple first-order low-pass filter on sampled data in discrete time.
How to Implement a First-Order Low-Pass Filter in Discrete Time We often teach or learn about filters in continuous time, but then need to implement t
Youtube video downloader and info extractor for python.
tube_dl Tube_dl is a Simple Youtube video downloader for Python. A Modular approach to bypass and download Youtube Videos and Playlist from Youtube us
๐ก Fully automatic light management based on conditions like motion, illuminance, humidity, and other clever features
Fully automatic light management based on motion as AppDaemon app. ๐ multiple daytimes to define different scenes for morning, noon, ... ๐ก supports
Telegram music & video bot direct play music
โก NOINOI MUSIC PLAYER ๐ต SUPERFAST MUSIC BOT WHO CAN DIRECT PLAY SONG ON TELEGRAM VOICE CHAT ALSO CAN PLAY VIDEO ON VOICE CHATS โจ Heroku Deploy YOU CA
A stable and Fast telegram video convertor bot which can compress, convert(video into audio and other video formats), rename with permanent thumbnail and trim.
แด ษชแด แดแด แดแดษดแด แดสแดแดส A stable and Fast telegram video convertor bot which can compress, convert(video into audio and other video formats), rename and trim.
Align and Prompt: Video-and-Language Pre-training with Entity Prompts
ALPRO Align and Prompt: Video-and-Language Pre-training with Entity Prompts [Paper] Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C.H
Light, Flexible and Extensible ASGI API framework
Starlite Starlite is a light, opinionated and flexible ASGI API framework built on top of pydantic and Starlette. Check out the Starlite documentation
Intelligent Video Analytics toolkit based on different inference backends.
English | ไธญๆ OpenIVA OpenIVA is an end-to-end intelligent video analytics development toolkit based on different inference backends, designed to help
A NASA MEaSUREs project to provide automated, low latency, global glacier flow and elevation change datasets
Notebooks A NASA MEaSUREs project to provide automated, low latency, global glacier flow and elevation change datasets This repository provides tools
Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.
SAFA: Structure Aware Face Animation (3DV2021) Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation. Getting Started
Unsupervised Learning of Video Representations using LSTMs
Unsupervised Learning of Video Representations using LSTMs Code for paper Unsupervised Learning of Video Representations using LSTMs by Nitish Srivast
Official implementation of ACMMM'20 paper 'Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework'
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework Official code for paper, Self-supervised Video Representation Le
Implementation of our paper "Video Playback Rate Perception for Self-supervised Spatio-Temporal Representation Learning".
PRP Introduction This is the implementation of our paper "Video Playback Rate Perception for Self-supervised Spatio-Temporal Representation Learning".
code for our ECCV-2020 paper: Self-supervised Video Representation Learning by Pace Prediction
Video_Pace This repository contains the code for the following paper: Jiangliu Wang, Jianbo Jiao and Yunhui Liu, "Self-Supervised Video Representation
Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
Video Representation Learning by Recognizing Temporal Transformations [Project Page] Simon Jenni, Givi Meishvili, and Paolo Favaro. In ECCV, 2020. Thi
[NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.
CoCLR: Self-supervised Co-Training for Video Representation Learning This repository contains the implementation of: InfoNCE (MoCo on videos) UberNCE
[arXiv 2020] Video Representation Learning with Visual Tempo Consistency
Video Representation Learning with Visual Tempo Consistency [Paper] [Project Page] News Full codebae is coming soon Pretained Models For now, we provi
Official Pytorch implementation for AAAI2021 paper (RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning)
RSPNet Official Pytorch implementation for AAAI2021 paper "RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning" [Suppleme
AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition
AdaFocusV2 This repo contains the official code and pre-trained models for AdaFo
Python package to display video in GUI using OpenCV-Python and PySide6
Python package to display video in GUI using OpenCV-Python and PySide6. Introduction cv2PySide6 is a package which provides utility classes and functi
A low dependency and really simple to start project template for Python Projects.
Python Project Template A low dependency and really simple to start project template for Python Projects. HOW TO USE THIS TEMPLATE DO NOT FORK this is
Asad Alexa VC Bot Is A Telegram Bot Project That's Allow You To Play Audio And Video Music On Telegram Voice Chat Group.
Asad Alexa VC Bot Is A Telegram Bot Project That's Allow You To Play Audio And Video Music On Telegram Voice Chat Group.
Telegram music & video bot direct play music
Telegram music & video bot direct play music
A cross platform front-end GUI of the popular youtube-dl written in wxPython.
youtube-dlG A cross platform front-end GUI of the popular youtube-dl media downloader written in wxPython. Supported sites Screenshots Requirements Py
XViT - Space-time Mixing Attention for Video Transformer
XViT - Space-time Mixing Attention for Video Transformer This is the official implementation of the XViT paper: @inproceedings{bulat2021space, title
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
2021: A Year Full of Amazing AI papers- A Review ๐ A curated list of the latest breakthroughs in AI by release date with a clear video explanation, l
Tkinter based YouTube video downloader works on pytube 11.0.2. Can download YouTube videos in 720p(HD), 144p and even only audio.
YouTube-Downloader Tkinter based YouTube video downloader works on pytube 11.0.2. Can download YouTube videos in 720p(HD), 144p and even only audio. G
FingerPy is a algorithm to measure, analyse and monitor heart-beat using only a video of the user's finger on a mobile cellphone camera.
FingerPy is a algorithm using python, scipy and fft to measure, analyse and monitor heart-beat using only a video of the user's finger on a m
python based bot Sends notification to your telegram whenever a new video is released on a youtube channel!
YTnotifier python based bot Sends notification to your telegram whenever a new video is released on a youtube channel! REQUIREMENTS telethon python-de
Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning
Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning Yansong Tang *, Zhenyu Jiang *, Zhenda Xie *, Yue
An easy to use GUI based video to image sequence converter (and vice versa).
Vdo & Img Conversion Tools This is a quick conversion tool made with python that can save you a lot of time. With this tool you can extract image sequ
Low-level, feature rich and easy to use discord python wrapper
PWRCord Low-level, feature rich and easy to use discord python wrapper Important Note: At this point, this library API is considered unstable and can
Project of 'TBEFN: A Two-branch Exposure-fusion Network for Low-light Image Enhancement '
TBEFN: A Two-branch Exposure-fusion Network for Low-light Image Enhancement Codes for TMM20 paper "TBEFN: A Two-branch Exposure-fusion Network for Low
Traditional deepdream with VQGAN+CLIP and optical flow. Ready to use in Google Colab
VQGAN-CLIP-Video cat.mp4 policeman.mp4 schoolboy.mp4 forsenBOG.mp4
Tesla Light Show xLights Guide With python
Tesla Light Show xLights Guide Welcome to the Tesla Light Show xLights guide! You can create and run your own light shows on Tesla vehicles. Running a
A python package that computes an optimal motion plan for approaching a red light
redlight_approach redlight_approach is a Python package that computes an optimal motion plan during traffic light approach. RLA_demo.mov Given the par
Telegram bot for stream music or video on telegram
KYURA MUSIC Telegram bot for stream music or video on telegram, powered by PyTgCalls and Pyrogram Help Need Help me to translate this repo, click the
Telephus is a connection pooled, low-level client API for Cassandra in Twisted python.
Telephus Son of Heracles who loved Cassandra. He went a little crazy, at one point. One might almost say he was twisted. Description Telephus is a con
Official PyTorch Implementation of paper "NeLF: Neural Light-transport Field for Single Portrait View Synthesis and Relighting", EGSR 2021.
NeLF: Neural Light-transport Field for Single Portrait View Synthesis and Relighting Official PyTorch Implementation of paper "NeLF: Neural Light-tran
This repo uses a stereo camera and gray-code-based structured light to realize dense 3D reconstruction.
Structured-light-stereo This repo uses a stereo camera and gray-code-based structured light to realize dense 3D reconstruction. . How to use: STEP 1:
Codes for the paper Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing
Contrast and Mix (CoMix) The repository contains the codes for the paper Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Backgroun
Automatically segment in-video YouTube sponsorships.
SponsorBlock Auto Segment [Model Download] Automatically segment in-video YouTube sponsorships. Trained on a large dataset of YouTube sponsor transcri
๐ฅFlappy Birds๐ค Video game. With your help I can go through๐ the pipes. All UI is made with ๐Pygame๐
๐ Flappy Fish ๐ข I am Flappy Fish ๐ . With your help I can jump through the pipes and experience an interesting and exciting flight deep into the fi
The PicoEMP is a low-cost Electromagnetic Fault Injection (EMFI) tool,
ChipSHOUTER-PicoEMP The PicoEMP is a low-cost Electromagnetic Fault Injection (EMFI) tool, designed specifically for self-study and hobbiest research.
Create a Video Membership app using FastAPI & NoSQL
Video Membership Create a Video Membership app using FastAPI & NoSQL. In this series, we're going to explore building a membership application using F
A low-impact profiler to figure out how much memory each task in Dask is using
dask-memusage If you're using Dask with tasks that use a lot of memory, RAM is your bottleneck for parallelism. That means you want to know how much m
Turn any live video stream or locally stored video into a dataset of interesting samples for ML training, or any other type of analysis.
Sieve Video Data Collection Example Find samples that are interesting within hours of raw video, for free and completely automatically using Sieve API
A Simple YouTube Video Downloader With Python
Simple YouTube Video Downloader Simple YouTube Video Downloader is an open source project with a very simple UI that tries to speed up the process of
Official PyTorch Implementation of paper "NeLF: Neural Light-transport Field for Single Portrait View Synthesis and Relighting", EGSR 2021.
NeLF: Neural Light-transport Field for Single Portrait View Synthesis and Relighting Official PyTorch Implementation of paper "NeLF: Neural Light-tran
PyTorch implementation of Super SloMo by Jiang et al.
Super-SloMo PyTorch implementation of "Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation" by Jiang H., Sun
Official repository for "Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring".
RNN-MBP Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring (AAAI-2022) by Chao Zhu, Hang Dong, Jinshan Pan
Semantically Contrastive Learning for Low-light Image Enhancement
Semantically Contrastive Learning for Low-light Image Enhancement Here, we propose an effective semantically contrastive learning paradigm for Low-lig
Implementation for paper "STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement" (ICCV 2021).
STAR-pytorch Implementation for paper "STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement" (ICCV 2021). CVF (pdf) STAR-DC
The code for paper "Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation" which is accepted by AAAI 2022
Contrastive Spatio Temporal Pretext Learning for Self-supervised Video Representation (AAAI 2022) The code for paper "Contrastive Spatio-Temporal Pret
Video Stream: an Advanced Telegram Bot that's allow you to play Video & Music on Telegram Group Video Chat
Video Stream is an Advanced Telegram Bot that's allow you to play Video & Music on Telegram Group Video Chat ๐งช Get SESSION_NAME from below: Pyrogram
ะกะบัะธะฟั ะบะพัะพััะน ะฒัะฒะพะดะธั ะฒะธะดะตะพ ะฒ ะบะพะฝัะพะปั. ะะธัะตะณะพ ะปะธัะฝะตะณะพ)
video-to-ascii ะกะบัะธะฟั ะบะพัะพััะน ะฒัะฒะพะดะธั ะฒะธะดะตะพ ะฒ ะบะพะฝัะพะปั. ะะธัะตะณะพ ะปะธัะฝะตะณะพ) ะขัะตะฑะพะฒะฐะฝะธั ะะธะฝะธะผะฐะปัะฝะพะต ัะฐะทัะตัะตะฝะธะต ัะบัะฐะฝะฐ: 1280x720 ะะธะดะตะพ ะฒ ะบะฐัะตััะฒะต 360p 10-45f
A Telegram bot to transcribe audio, video and image into text.
Transcriber Bot A Telegram bot to transcribe audio, video and image into text. Deploy to Heroku Local Deploying Install the FFmpeg. Make sure you have
An Telegram Bot By @ZauteKm To Stream Videos In Telegram Voice Chat Of Both Groups & Channels. Supports Live Streams, YouTube Videos & Telegram Media !!
Telegram Video Stream Bot (Py-TgCalls) An Telegram Bot By @ZauteKm To Stream Videos In Telegram Voice Chat Of Both Groups & Channels. Supports Live St
Create light scenes , voice control, ifttt, fuzzywuzzy speech correction and much more with Tuya light bulbs.
LightBox Features: Auto discover tuya lights Set and create moods (aka: light profiles) Change moods via IFTTT List moods via IFTTT FuzzyWuzzy, speech
Convert human motion from video to .bvh
video_to_bvh Convert human motion from video to .bvh with Google Colab Usage 1. Open video_to_bvh.ipynb in Google Colab Go to https://colab.research.g
Efficient 3D human pose estimation in video using 2D keypoint trajectories
3D human pose estimation in video with temporal convolutions and semi-supervised training This is the implementation of the approach described in the
Build Low Code Automated Tensorflow, What-IF explainable models in just 3 lines of code.
Build Low Code Automated Tensorflow explainable models in just 3 lines of code.
A python program to download one or multiple videos from YouTube.
YouTube-Video-Downloader A python program to download one or multiple videos from YouTube. Quick Start guide First Clone The Project git clone https:/
Spatio-Temporal Entropy Model (STEM) for end-to-end leaned video compression.
Spatio-Temporal Entropy Model A Pytorch Reproduction of Spatio-Temporal Entropy Model (STEM) for end-to-end leaned video compression. More details can
Automatically remove the mosaics in images and videos, or add mosaics to them.
Automatically remove the mosaics in images and videos, or add mosaics to them.
[ICCV 2021] Target Adaptive Context Aggregation for Video Scene Graph Generation
Target Adaptive Context Aggregation for Video Scene Graph Generation This is a PyTorch implementation for Target Adaptive Context Aggregation for Vide
[AAAI 2022] Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding
[AAAI 2022] Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding Official Pytorch implementation of Negative Sample Matter
Code for TIP 2017 paper --- Illumination Decomposition for Photograph with Multiple Light Sources.
Illumination_Decomposition Code for TIP 2017 paper --- Illumination Decomposition for Photograph with Multiple Light Sources. This code implements the
Code for "Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose"
Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose We provide PyTorch implementations for our arxiv paper "Audio-dr
AudioDVP:Photorealistic Audio-driven Video Portraits
AudioDVP This is the official implementation of Photorealistic Audio-driven Video Portraits. Major Requirements Ubuntu = 18.04 PyTorch = 1.2 GCC =
This is the official PyTorch implementation of the CVPR 2020 paper "TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting".
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting Project Page | YouTube | Paper This is the official PyTorch implementation of the C
pyYotubemanager is full web automated bot capable of General tasks like:- Uploading a Video , Downloading , adding Title , Description , Listing types , adding Thumbnail
PyYoutubemanager Explore the docs ยป View Demo ยท Report Bug ยท Request Feature About The Project PyYotubemanager is full web automated bot capable of Ge
Wonkey - an open source programming language for the creation of cross-platform video games
Wonkey Programming Language Wonkey is an open source programming language for the creation of cross-platform video games, highly inspired by the โBlit
DeLighT: Very Deep and Light-Weight Transformers
DeLighT: Very Deep and Light-weight Transformers This repository contains the source code of our work on building efficient sequence models: DeFINE (I
Implementation of Research Paper "Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation"
Zero-DCE and Zero-DCE++(Lite architechture for Mobile and edge Devices) Papers Abstract The paper presents a novel method, Zero-Reference Deep Curve E