Python Custom-loss Resources

DEEP LEARNING FOR CODERS WITH FASTAI AND PYTORCH The repository contains a list of the projects which I have worked on while reading the book Deep Lea

RNNT loss in Pytorch - Numba JIT compiled (warprnnt_numba) Warp RNN Transducer Loss for ASR in Pytorch, ported from HawkAaron/warp-transducer and a re

Direct Link to Google Drive (Advanced! 🔥 ) The Most Advanced yet Simple Google Colab Notebook to Download Files from Direct Link to Google Drive. 🆕

Italian CLIP CLIP (Radford et al., 2021) is a multimodal model that can learn to represent images and text jointly in the same space. In this project,

Object Detection Object detection is a computer vision task for locating instances of predefined objects in images or videos. In this tutorial, you wi

Implementation of some unbalanced loss for NLP task like focal_loss, dice_loss, DSC Loss, GHM Loss et.al Summary Here is a loss implementation reposit

Peaqev ev-charging Peaqev ev-charging is an attempt of charging an ev without breaching a preset monthly max-peak energy level. In order for this inte

SCALoss PyTorch implementation of the paper "SCALoss: Side and Corner Aligned Loss for Bounding Box Regression" (AAAI 2022). Introduction IoU-based lo

custom-cnn-fashion-mnist Creating a custom CNN hypertunned architeture for the Fashion MNIST dataset with Python, Keras and Tensorflow. The following

MDCA Calibration This is the official PyTorch implementation for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved

Industry ready custom API payload with an easy format for building Python APIs (Django/Django Rest Framework) Yosh! If you are a django backend develo

EZ Presence EZ Presence is a GUI-Python app which makes it easy to set any custom Discord Rich Presence. Using the App How to Run Since the app is in

Relational Surrogate Loss Learning (ReLoss) Official implementation for paper "R

Custom Keras ML block example for Edge Impulse This repository is an example on

"# SUPERVISED-CONTRASTIVE-LEARNING-FOR-PRE-TRAINED-LANGUAGE-MODEL-FINE-TUNING" i

Text-Summarization-using-NLP Text Summarization using NLP to fetch BBC News Arti

This repository provides a custom DeepStack model that has been trained detecting ONLY the USPS logo. This was created after I discovered that the Deepstack OpenLogo custom model I was using did not contain USPS.

Peer Loss functions This repository is the (Multi-Class & Deep Learning) Pytorch implementation of "Peer Loss Functions: Learning from Noisy Labels wi

Save restricted content Bot A stable telegram bot to get restricted messages with custom thumbnail support

Opensource Project Simple Python Password Generator This repository is just for peoples who want to generate strong-passwords for there social-account

This is the official repository of the paper: ElasticFace: Elastic Margin Loss for Deep Face Recognition Paper on arxiv: arxiv Model Log file Pretrain

ssnt-loss ℹ️ This is a WIP project. the implementation is still being tested. A pure PyTorch implementation of the loss described in "Online Segment t

MiCECo Misskey Custom Emoji Counter Introduction This little script counts custo

A python Tk GUI that creates, writes text and attaches images into a custom spreadsheet file

This is a spamming selfbot that has custom spammed message and @everyone spam.

R-YOLOv4 This is a PyTorch-based R-YOLOv4 implementation which combines YOLOv4 model and loss function from R3Det for arbitrary oriented object detect

Home Assistant Raspberry Pi GPIO custom integration This is a spin-off from the

Piglet custom shader PoC This is a PoC for compiling Piglet fragment shaders usi

SSWS-loss_function_based_on_MS-TCN Supervised Sliding Window Smoothing Loss Function Based on MS-TCN for Video Segmentation Supervised Sliding Window

Standalone script written in Python 3 for generating Reverse Shell one liner snippets and handles the communication between target and client using custom Netcat binaries. It automates the boring stuff like URL encoding the command and setting up a listener.

About the app In one particilar project, i had to import some key/value data to Prometheus. So i have decided to create my custom-built Node Exporter

NaturalCC NaturalCC is a sequence modeling toolkit that allows researchers and developers to train custom models for many software engineering tasks,

Contrastive Loss Gradient Attack (CLGA) Official implementation of Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation, WWW22 Bu

eo-grow Earth observation framework for scaled-up processing in Python. Analyzing Earth Observation (EO) data is complex and solutions often require c

Insurance-Fraud-Claims Detailed analysis on fraud claims in insurance companies, gives you information as to why huge loss take place in insurance com

Save Restricted Content Bot A simple telegram bot to save restricted content with custom thumbmail support by Mahesh Chauhan. Variables API_ID API_HAS

Customizando o comportamento do django.contrib.auth. O que queremos? Não criar as permissões padrões automaticamente (add, delete, view, read). Criar

Unsupervised Feature Loss (UFLoss) for High Fidelity Deep learning (DL)-based reconstruction Official github repository for the paper High Fidelity De

x64-shellcode-encoder Custom 64 bit shellcode encoder that evades detection and removes some common badchars (\x00\x0a\x0d\x20) Usage Using a generato

Image to Embedding projection in vector space. Implementation in keras and tensorflow of batch all triplet loss for one-shot/few-shot learning.

Poetry Multiproject Plugin This is a Poetry plugin that will make it possible to build projects using custom TOML files. This is especially useful whe

HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images Histological Image Segmentation This

Keras-Image-Embeddings-using-Contrastive-Loss Image to Embedding projection in vector space. Implementation in keras and tensorflow for custom data. B

A collection of automation aids to connect various database systems into Lookout for Metrics

A repo to show how to use custom dataset to train s2anet, and change backbone to resnext101

CAMoE + Dual SoftMax Loss (DSL): Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax Loss This is official implement of "

Custom function scheduler TUI (text-based user interface) in the console

IMDB Success Predictor Project involves Web Scraping custom IMDB data between 2020 and 2021 of 10000 movies and shows sorted by number of votes ,fine

PyQGIS Standalone Script Executer Standalone PyQGIS application that is able to run a custom script, in this case Proximity.py without the need of a G

This custom component for Home Assistant adds support for Midea air conditioner and dehumidifier appliances via the local area network. homeassistant-

custom-dc-invite a little project to make custom discord invites over a url how it works you create a account for

This is the implementation of "Training deep neural networks via direct loss minimization" published at ICML 2016 in PyTorch. The implementation targe

📚 A collection of all the Deep Learning Metrics that I came across which are not accuracy/loss.

Denoising images with Fourier Ring Correlation loss The python code accompanies the working manuscript Image quality measurements and denoising using

pyqt-custom-frameless-mainwindow PyQt Custom Frameless Main Window (Enable to move and resize) Requirements PyQt5 = 5.8 Setup pip3 install git+https:

nautobot-custom-jobs This repo contains custom jobs for Nautobot. Installation P

Step by Step on how to create an object recognition model using Custom Vision, export the model and run the model in an Azure Function

youtube A platform which give you info about the newest video on a channel. This uses web scraping, a better implementation will be to use the API. BR

pytkdocs_tweaks Some custom tweaks for pytkdocs. For use as part of the documentation-generation-for-Python stack that comprises mkdocs, mkdocs-materi

Historic Weather for Home Assistant (CC) 2022 by Andreas Frisch github@fraxinas.

Slashy - Your custom slash-commands bot Hey, I'm Slashy - your friendly neighborhood custom-command bot! The code for this bot exists because I'm like

Python + Poetry REST API with FastAPI, hosted on GCP This template will get you ready to deploy a FastAPI app in Google Cloud with automatic API versi

Orthogonal Projection Loss (ICCV'21) Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman Khan, & Fahad Shahbaz Khan Paper Link | Project Page

Block Sparse Attention 研究总结 本人近半年来对Block Sparse Attention（块稀疏注意力）的研究总结（持续更新中）。按时间顺序，主要分为如下三部分： PyTorch 自定义 CUDA 算子——以矩阵乘法为例 基于 Triton 的 Block Sparse A

Slashy - Your custom slash-commands bot Hey, I'm Slashy - your friendly neighborhood custom-command bot! The code for this bot exists because I'm like

nertivia-spotify-listening-status A script that takes what you're listening too on Spotify and sets it as your Nertivia custom status. setup Install r

xbar-custom-plugins This repo contains scripts that add functionality to xbar. Usage You have to add scripts to xbar plugin folder. If you don't find

MongoDB-Injection Cheesy Multi-threaded script for NoSQL Injection This challeng

Spurwing API Python Library Lightweight Python library for Spurwing's API. Spurwing's API makes it easy to add robust scheduling and booking to your a

The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks Maxim Berman, Amal Ranne

Beta Divergence Loss - PyTorch Implementation This repository contains code for a PyTorch implementation of the beta divergence loss. Dependencies Thi

OCR-Pipeline-with-Keras The keras-ocr package generally consists of two parts: a Detector and a Recognizer: Detector is responsible for creating bound

Custom Wordlist This repo is about steps to take in order to create a effective custom wordlist in a few clicks. this comes handing in pentesting enga

torchsummaryDynamic Improved tool of torchsummaryX. torchsummaryDynamic support real FLOPs calculation of dynamic network or user-custom PyTorch ops.

SAFL: A Self-Attention Scene Text Recognizer with Focal Loss This repository implements the SAFL in pytorch. Installation conda env create -f environm

Taxonomizing local versus global structure in neural network loss landscapes Int

BRNet code for "Automated assessment of BI-RADS categories for ultrasound images using multi-scale neural networks with an order-constrained loss func

styleGAN2-ADA-training-jupyter Training custom datasets in styleGAN2-ADA on Jupyter Official StyleGAN2-ADA by NIVIDIA Paper Training Generative Advers

resmed_myair This component will set up the following platforms. Platform Description sensor Show info from the myAir API. Installation Using the tool

About The Project Panorama composition using SIFT Features and a custom implementaion of RANSAC algorithm (Random Sample Consensus). Author: Andreas P

Introduction This project implements the optimization techniques proposed in Improving RNN Transducer Modeling for End-to-End Speech Recognition to re

CustomTkinter With CustomTkinter you can create modern looking user interfaces in python with tkinter. CustomTkinter is a tkinter extension which prov

This custom component for Home assistant adds support for Midea dehumidifier appliances via the local area network. homeassistant-midea-dehumidifier-l

reZIDE a comfy custom IDE where you can feel right at home 🏡 Use simple, declarative configuration files to create complex IDEs with a single command

Official repository of the paper Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

Simple Django Login and Registration An example of Django project with basic user functionality. Screenshots Log In Create an account Authorized page

CW3toX Allows use of Custom Weapons 3 attributes in Custom Weapons X. Requiremen

Simple and Robust Loss Design for Multi-Label Learning with Missing Labels Official PyTorch Implementation of the paper Simple and Robust Loss Design

Buy early bsc gems with custom gas fee, slippage, amount. Auto approve token after buy. Sell buyed token with custom gas fee, slippage, amount. And more.

chainladder (python) chainladder - Property and Casualty Loss Reserving in Python This package gets inspiration from the popular R ChainLadder package

readthedocs-custom-steps A hack to run custom steps when building documentation on Read the Docs. Important: This module should not be installed outsi

modeval Modeval (or Modular Eval) is a modular and secure string evaluation library that can be used to create custom parsers or interpreters. Basic U

modeval Modeval (or Modular Eval) is a modular and secure string evaluation library that can be used to create custom parsers or interpreters. Basic U

Learning to Teach with Dynamic Loss Functions This repo contains the simple demo for the NeurIPS-18 paper: Learning to Teach with Dynamic Loss Functio

Woody's Just Dance Tools Public repository created to store my custom-made tools for Just Dance (UbiArt Engine) Development and updates Almost all of

Rom Poster Bot A simple Post Bot written in Python using pyTelegramBotAPI to post rom updates to telegram whenever you need. Made by lazy peep for laz

ProtonUp-Qt Qt-based graphical user interface to install and manage Proton-GE installations for Steam and Wine-GE installations for Lutris. Based on A

QQ-Plot 2 Sample Just a gist to include the custom code to draw a qq-plot in python when dealing with a "two sample problem". This means when u try to

inf-mcpi Backend code to use MCPI's python API to make infinite worlds with custom generation Does not save player-placed blocks! Generation is still

I have baked a custom integration to control Eufy Security Cameras and access RTSP (real time streaming protocol) and P2P (peer to peer) stream if pos