Top 23 Python Detection Projects

• SQLMap

  40 30,668 8.7 Python

  Automatic SQL injection and database takeover tool

  

Project mention: Best Hacking Tools for Beginners 2024 | dev.to | 2024-02-01

sqlmap

• albumentations

  29 13,451 8.9 Python

  Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  

Project mention: Recapping the AI, Machine Learning and Data Science Meetup — May 8, 2024 | dev.to | 2024-05-09

In this brief walkthrough, I will illustrate how to leverage open-source FiftyOne and Anomalib to build deployment-ready anomaly detection models. First, we will load and visualize the MVTec AD dataset in the FiftyOne App. Next, we will use Albumentations to test out augmentation techniques. We will then train an anomaly detection model with Anomalib and evaluate the model with FiftyOne.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• ImageAI

  12 8,416 4.5 Python

  A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Project mention: Photo gallery frontend with encryption and search | /r/selfhosted | 2023-11-27

Hi. I want to implement an image server similar to Photoprism using ImageAI to tag images based on objects and context. However I don't want to spend to much time working on the frontend, at first I were thinking about using Danbooru and use Flexbooru or the web interface on my phone. But it doesn't have any encryption or password protection (since the purpose of it is to be used as a public image board).

• commix

  4 4,341 8.9 Python

  Automated All-in-One OS Command Injection Exploitation Tool.

  

• yolov7_d2

  4 3,132 0.0 Python

  🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

• a-PyTorch-Tutorial-to-Object-Detection

  3 2,964 4.9 Python

  SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

• CRAFT-pytorch

  2 2,953 0.0 Python

  Official implementation of Character Region Awareness for Text Detection (CRAFT)

  

Project mention: How can I install pytorch versions < 1.0 and torchvision==0.13 or lower? | /r/pytorch | 2023-07-16

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• alibi-detect

  9 2,093 7.6 Python

  Algorithms for outlier, adversarial and drift detection

  

Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13

Numerous tools exist for detecting anomalies in time series data, but Alibi Detect stood out to me, particularly for its capabilities and its compatibility with both TensorFlow and PyTorch backends.

• mmrotate

  4 1,735 1.6 Python

  OpenMMLab Rotated Object Detection Toolbox and Benchmark

  

• yolov5_obb

  3 1,730 0.0 Python

  yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测

• ml-cvnets

  4 1,688 4.8 Python

  CVNets: A library for training computer vision networks

  

Project mention: Apple Researchers Introduce ByteFormer: An AI Model That Consumes Only Bytes And Does Not Explicitly Model The Input Modality - MarkTechPost | /r/singularity | 2023-06-16

https://github.com/apple/ml-cvnets/tree/main/examples/byteformer - Where the code will be located once uploaded

• tika-python

  4 1,420 2.2 Python

  Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

• mmrazor

  4 1,367 2.8 Python

  OpenMMLab Model Compression Toolbox and Benchmark.

  

• medicaldetectiontoolkit

  2 1,269 0.0 Python

  The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

  

• PaddleViT

  2 1,169 0.0 Python

  :robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

• security_content

  20 1,141 9.9 Python

  Splunk Security Content

  

Project mention: SIEM content development | /r/SIEM | 2023-12-10

There's a ton of valuable resources out there when searching for "detection engineering", beyond that, check https://research.splunk.com/ to get an idea of a structured and contextual approach. Beyond that, check Rob van Os Magma use case framework and any blog you can find on https://correlatedsecurity.com (Jurgen Visser). Last but not least, anything "awesome" on github, e.g. https://github.com/fabacab/awesome-cybersecurity-blueteam

• ThePhish

  17 1,046 0.0 Python

  ThePhish: an automated phishing email analysis tool

Project mention: How do you deal with phising emails at your company? | /r/cybersecurity | 2023-05-14

• EfficientFormer

  2 947 3.3 Python

  EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

  

Project mention: A look at Apple’s new Transformer-powered predictive text model | news.ycombinator.com | 2023-09-16

I'm pretty fatigued on constantly providing references and sources in this thread but an example of what they've made availably publicly:

https://github.com/snap-research/EfficientFormer

• strelka

  1 803 9.3 Python

  Real-time, container-based file scanning at enterprise scale (by target)

  

• facexlib

  3 746 1.9 Python

  FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.

Project mention: stable diffusion downloads something from github when making a image | /r/StableDiffusion | 2023-07-22

"https://github.com/xinntao/facexlib/releases/download/v0.1.0/detection_Resnet50_Final.pth"

• Paddle2ONNX

  1 652 8.4 Python

  ONNX Model Exporter for PaddlePaddle

  

• Zircolite

  4 599 7.5 Python

  A standalone SIGMA-based detection tool for EVTX, Auditd and Sysmon for Linux logs

• HybridNets

  2 560 4.7 Python

  HybridNets: End-to-End Perception Network

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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• Is this sql query in django safe?

  1 project | /r/django | 4 Dec 2023

• stable diffusion downloads something from github when making a image

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• How can I install pytorch versions < 1.0 and torchvision==0.13 or lower?

  1 project | /r/pytorch | 16 Jul 2023

• Enhancing Code Quality and Security: Building a Rock-Solid CI Test Suite for Seamless Development

  1 project | dev.to | 3 Jul 2023

• Azure data sources

  1 project | /r/Splunk | 1 Jul 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 10 May 2024

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