Checker

Check if you have training samples in your test set

Did you manage to spill samples from your train set to your test set? from did_it_spill import check_spill spills = check_spill(train_loader, test_loader) print(f”You have {len(spills)} spills in your test set!”) The library computes hashes of your data to determine if you have samples spilled over from your train set to test set. Currently only for PyTorch. Installation Outputs Function outputs a list of tuples. Each tuple corresponds to a leak. The first index is where in the first loader the […]

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Scripts

Python scripts for performing 6D pose estimation and shape reconstruction using the CenterSnap model in ONNX

Python scripts for performing 6D pose estimation and shape reconstruction using the CenterSnap model in ONNX The original model has not been officially released, therefore, there might be changes to the official model later on. The examples seem to not properly work when using a camera other than the one in the original dataset. This is probably due to an implementation mistake on this repository, if you find the issue, please submit an issue or PR. The model only works […]

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Transformer

Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation

This repo contains the supported code and configuration files to reproduce semantic segmentaion results of TransDA. Paper Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Abstract After the great success of Vision Transformer variants (ViTs) in computer vision, it has also demonstrated great potential in domain adaptive semantic segmentation. Unfortunately, straightforwardly applying local ViTs in domain adaptive semantic segmentation does not bring in expected improvement. We find that the pitfall of local ViTs is due to the severe high-frequency […]

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Converter

Convert ISOs and archives into CD CHD for emulation

Convert ISOs and archives into CD CHD for emulation. If you use RetroArch or possibly any emulator that supports CHD files, then you might want to convert your ISO and CUE+BIN files to it. It is a compressed single file format. The helper tool chdman from the MAME tools can do that. And often the files are in archives, so they need to be extracted first in a temporary folder, which 7z does. No need for manual extraction, this script […]

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Patterns

Practice exercises in pattern recognition, ideal for beginner and intermediate programmers

Practice exercises in pattern recognition, ideal for beginner and intermediate programmers. This uses the patterns at https://www.visualpatterns.org/ by Fawn Nguyen. The site and this module are licensed under a Creative Commons Attribution license. The patterns are not in order of difficulty. Many are simple, some are incredibly hard. THIS MODULE IS CURRENTLY UNDER CONSTRUCTION AND NOT WORKING YET. Installation To install with pip, from the Command Prompt/terminal run: python -m pip install programmedpatterns Contribute Currently a lot of basic programming […]

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Traffic

A traffic generator pentesting tool to generate random traffic with random mac

FREE Reverse Engineering Self-Study Course HERE A traffic generator pentesting tool to generate random traffic with random mac and ip addresses in addition to random sequence numbers to a particular ip and port. pip3 install scapy chmod +x traffic-generator sudo ./traffic-generator 127.0.0.1 80 1000 Terms Of Use Do NOT use this on any computer you do not own or are not allowed to run this on. You may NEVER attempt to sell this, it is free and open source. The […]

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Python

Python Basics: Code Your First Python Program

In the previous Python Basics video course, you set up Python on your computer. With Python installed, you’re ready ready to start coding! In this video course, you’ll: Write your first Python program Learn what happens when you run a program with an error Learn how to declare a variable and inspect its value Learn how to write comments This course can be enjoyed alone or as an accompaniment to Python Basics: A Practical Introduction to Python 3. Ready to […]

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Terminal

A terminal user interface for searching google

A textual user interface for google.com Prerequisites (❗Read carefully❗) Firstly, you’ll need to install the package Secondly, you’ll need to get google search api key(s) Go to developers.google.com/custom-search/v1/overview Scroll down Click the big blue Get a key button (screenshot]) Make a app if you haven’t already, the name doesn’t matter Click the NEXT button You’ll get an api key You can do the above process as many times as you want. Each api key has a 100 request limit per […]

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YOLO

A drowsiness detection based on YOLOv5 implementation

This repository consists of a drowsiness detection based on YOLOv5 implementation. You can reach the base repo here 1. Prepared Custom Data Set A custom data set was prepared for this project. Videos were taken from 21 different people in scenarios that could happen while driving. Three different categories were discussed in these videos: normal, yawning and head position. Various light conditions and the use of glasses were taken into account. A total of 63 videos were obtained and labeling […]

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Video

Comparison between Frechet Video Distance implementation from StyleGAN-V and the original paper

In this repo, we demonstrate that the FVD implementation from StyleGAN-V paper is equivalent to the original one when the videos are already loaded into memory and resized to a necessary resolution. The main difference of our FVD evaluation protocol from the paper is that we strictly specify how data should be processed, clips sampled, etc. The problem with the original implementation is that it does not handle: data processing: in which format videos are being stored (JPG/PNG directories of […]

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