aryanpandey
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pytorch implementation for Contrastive Adaptation Network
Reverse-proxy NGinx doing Basic Authentication, passing Auth user through Websocket headers and Streamlit extracting auth login from websocket headers to customize page per user logging in.
Region-aware Contrastive Learning for Semantic Segmentation, ICCV 2021
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.
Learning Implicit Feature Alignment Function for Semantic Segmentation, ECCV 2022
Shallow-UWnet, a neural network which maintains performance and has fewer parameters than the state-of-art underwater image enhancement model. Generalization of the model is demonstrated by benchma…
A curated list of resources on handling Rolling Shutter effects and Radial Distortions
Collection of leetcode company tag problems. Periodically updating.
Free MLOps course from DataTalks.Club
Implementation for the AAAI2019 paper "Large-scale Visual Relationship Understanding"
Implementations of some self-supervised methods for pre-training vision models
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
A Multilevel Streaming Data Analytics Infrastructure for Predictive Analytics
Data cleaning, pre-processing, and Analytics on a million movies using Spark and Scala.
personal solutions to big data problem scenarios using scala
📝 An awesome Data Science repository to learn and apply for real world problems.
ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
AWS ParallelCluster is an AWS supported Open Source cluster management tool to deploy and manage HPC clusters in the AWS cloud.
Clean Code in Python, published by Packt
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
Span-based Localizing Network for Natural Language Video Localization (ACL 2020)
