PyTorch

A PyTorch landmarks-only library with 100+ data augmentations, training and inference

English | 中文文档 🤗 Introduction torchlm is a PyTorch landmarks-only library with 100+ data augmentations, support training and inference. torchlm is aims at only focus on any landmark detection, such as face landmarks, hand keypoints and body keypoints, etc. It provides 30+ native data augmentations and can bind with 80+ transforms from torchvision and albumentations, no matter the input is a np.ndarray or a torch Tensor, torchlm will automatically be compatible with different data types and then wrap it back […]

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META-LEARNING

Continuous-Time Meta-Learning with Forward Mode Differentiation

ICLR 2022 (Spotlight) – Installation – Example – Citation This repository contains the official implementation in JAX of COMLN (Deleu et al., 2022), a gradient-based meta-learning algorithm, where adaptation follows a gradient flow. It contains an implementation of the memory-efficient algorithm to compute the meta-gradients, based on forward-mode differentiation. The implementation is based on jax-meta. Installation To avoid any conflict with your existing Python setup, we are suggesting to work in a virtual environment: python -m venv venv source venv/bin/activate […]

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Face recognition

Face recognition system using MTCNN, FACENET, SVM and FAST API to track participants of Big Brother Brasil in real time

Face recognition system using MTCNN, FACENET, SVM and FAST API to track participants of Big Brother Brasil in real time. Instalation Install dependencies using requirements.txt pip install -r requirements.txt Usage To use the project successfully, you need to follow the steps below. 1. Dataset It is needed to build a dataset through the dataset_generator.py script. This script builds a dataset with train and validation directories according by user labeling, using real time cam frames from reality show. On execute will […]

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Remote

Hacker Community Remote Access Trojan

Hacker Community Remote Access Trojan python 3.7>= libs: pip install pyrebase4 pip install keyboard pip install colorama HC RAT is a RAT that contain two kinds of attacks. keylogger and RCE first file HC.py is the virus that keylog and controller.py is the controller of rce and keylogging Target computer: python HC.py Controller computer: python controller.py [[email protected] ~] $ help help showing this message cd navigate remoted pc (Please Note that you should only    

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Sniper

Roblox fastest api sniper

How it works? It uses roblox inventory api to get item price.As it doesn’t load catalog website it is faster than any other sniper programs. Requirements Python >= 3.7, python-dotenv, requests .env Settings TOKEN : Roblox auth token. (.ROBLOSECURITY on Roblox website) THREADS : How fast you want (2~3 recommended) PROFIT : If you set this to 1 program buy items which you can get over 100% profit MAXTOPAY : Max to pay How to use Create caches folder on […]

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Deep Learning

StrongSORT: Make DeepSORT Great Again

StrongSORT: Make DeepSORT Great Again StrongSORT: Make DeepSORT Great Again Yunhao Du, Yang Song, Bo Yang, Yanyun Zhao arxiv 2202.13514 Abstract Existing Multi-Object Tracking (MOT) methods can be roughly classified as tracking-by-detection and joint-detection-association paradigms. Although the latter has elicited more attention and demonstrates comparable performance relative to the former, we claim that the tracking-by-detection paradigm is still the optimal solution in terms of tracking accuracy. In this paper, we revisit the classic tracker DeepSORT and upgrade it from various […]

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Patch

Implementation of ConvMixer for Patches Are All You Need?

This repository contains an implementation of ConvMixer for the ICLR 2022 submission “Patches Are All You Need?” by Asher Trockman and Zico Kolter. 🔎 New: Check out this repository for training ConvMixers on CIFAR-10. Code overview The most important code is in convmixer.py. We trained ConvMixers using the timm framework, which we copied from here. Update: ConvMixer is now integrated into the timm framework itself. You can see the PR here. Inside pytorch-image-models, we have made the following modifications. (Though […]

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Deep Learning

Background Removal with Deep Learning

This repository show the code to remove the background of the pictures using the U2Net pre-trained model. @InProceedings{Qin_2020_PR, title = {U2-Net: Going Deeper with Nested U-Structure for Salient Object Detection}, author = {Qin, Xuebin and Zhang, Zichen and Huang, Chenyang and Dehghan, Masood and Zaiane, Osmar and Jagersand, Martin}, journal = {Pattern Recognition}, volume = {106}, pages = {107404}, year = {2020}    

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FastAPI

FastAPI style routing for starlette

Table of Contents About The Project Installation Usage Contact Acknowledgments About The Project FastApi is a great tool for developping API’s in a quick and easy way. In their own words: FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints. It is build using starlette which is in their own words: a lightweight ASGI framework/toolkit, which is ideal for building high performance asyncio services. The good One of the […]

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