Self-supervised learning (SSL) is a method of machine learning. It learns from unlabeled sample data. It can be regarded as an intermediate form between supervised and unsupervised learning.
| Sr | State of Art Model | Colab |
|---|---|---|
| 1 | Barlow Twins, 2021 | |
| 2 | BYOL, 2020 | |
| 3 | MoCo, 2019 | |
| 4 | NNCLR, 2021 | |
| 5 | SimCLR, 2020 | |
| 6 | SimSiam, 2021 | |
| 7 | SwaV, 2020 |
References :
Thanks For Reading
Introduction ImagePy is an open source image processing framework written in Python. Its UI interface, image data structure and table data structure a
x-clip (wip) A concise but complete implementation of CLIP with various experimental improvements from recent papers Install $ pip install x-clip Usag
BABEL is a large dataset with language labels describing the actions being performed in mocap sequences. BABEL labels about 43 hours of mocap sequences from AMASS [1] with action labels.
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation (ICCV 2021) This repository contains the implementation of th
tosem2021-personality-rep-package Replication package for the manuscript "Using Personality Detection Tools for Software Engineering Research: How Far
Dropbox-Onsite-Interviews A guide for the Dropbox onsite interview! The Dropbox interview question bank is very small. The bank has been in a Chinese
MOVED TO HERE Spatial Transformer Networks Spatial Transformer Networks (STN) is a dynamic mechanism that produces transformations of input images (or
Adjusting Decision Boundary for Class Imbalanced Learning This repository is the official PyTorch implementation of WVN-RS, introduced in Adjusting De
Social network advertising, also social media targeting, is a group of terms that are used to describe forms of online advertising that focus on social networking services.
简体中文 forza_auto_gear forza_auto_gear is a tool for Forza Horizon 5. It will help us understand the best gear shift point using Manual or w/ Clutch in
Learning to Prompt for Continual Learning (L2P) Official Jax Implementation L2P is a novel continual learning technique which learns to dynamically pr
Attendance Monitoring with Face Recognition using Python A python GUI integrated attendance system using face recognition to take attendance. In this
rpi-surveillance Make a surveillance camera from your Raspberry Pi 4! The surveillance is built as following: the camera records 10 seconds video and
SelfGNN A PyTorch implementation of "SelfGNN: Self-supervised Graph Neural Networks without explicit negative sampling" paper, which will appear in Th
What is nnDetection? Simultaneous localisation and categorization of objects in medical images, also referred to as medical object detection, is of hi
ObsCare_Main 소개 공공장소에서 눈만 돌리면 CCTV가 보인다는 말이 과언이 아닐 정도로 CCTV가 우리 생활에 깊숙이 자리 잡았습니다. CCTV의 대수가 급격히 늘어나면서 관리와 효율성 문제와 더불어, 곳곳에 설치된 CCTV를 개별 관제하는 것으로는 응급 상
Facial_Recognition_based_Attendance_System An automated facial recognition based attendance system (desktop application) Made using Python, Tkinter an
Funnels This repository contains the code needed to reproduce the experiments from the paper: Funnels: Exact maximum likelihood with dimensionality re
This repository contains the similarity metrics designed and evaluated in the paper, and instructions and code to re-run the experiments. Implementation in the deep-learning framework PyTorch
MC-GAN in PyTorch This is the implementation of the Multi-Content GAN for Few-Shot Font Style Transfer. The code was written by Samaneh Azadi. If you
1.2k Dec 29, 2022
515 Dec 26, 2022
113 Dec 28, 2022
21 Dec 17, 2022
1 Dec 13, 2021
386 Dec 31, 2022
36 Nov 23, 2022
16 Jan 04, 2023
2 Jan 28, 2022
15 Oct 08, 2022
207 Jan 06, 2023
2 Jun 21, 2022
62 Feb 03, 2022
24 Jun 21, 2022
365 Jan 09, 2023
5 Jul 07, 2022
1 Jun 21, 2022
2 Apr 21, 2022
86 Dec 27, 2022
422 Dec 04, 2022