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Top 23 Detection Open-Source Projects
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fingerprintjs
Browser fingerprinting library. Accuracy of this version is 40-60%, accuracy of the commercial Fingerprint Identification is 99.5%. V4 of this library is BSL licensed.
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InfluxDB
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.
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albumentations
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
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ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
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crowdsec
CrowdSec - the open-source and participative security solution offering crowdsourced protection against malicious IPs and access to the most advanced real-world CTI.
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awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html (by amusi)
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Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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DetectionLab
Automate the creation of a lab environment complete with security tooling and logging best practices
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browser-fingerprinting
Analysis of Bot Protection systems with available countermeasures 🚿. How to defeat anti-bot system 👻 and get around browser fingerprinting scripts 🕵️♂️ when scraping the web?
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yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
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a-PyTorch-Tutorial-to-Object-Detection
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
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training
🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.
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jeelizFaceFilter
Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).
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coco-annotator
:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
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attack_range
A tool that allows you to create vulnerable instrumented local or cloud environments to simulate attacks against and collect the data into Splunk
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SaaSHub
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sqlmap
You can use albumentations if you are comfortable with using open source libraries https://github.com/albumentations-team/albumentations
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).
Project mention: A site that tracks the price of a Big Mac in every US McDonald's | news.ycombinator.com | 2024-01-13Yes, there is a lot written about it. Here is one link I have saved:
https://github.com/niespodd/browser-fingerprinting
Project mention: Need help identifying a good open source data annotation tool | /r/computervision | 2023-12-07
Project mention: How can I install pytorch versions < 1.0 and torchvision==0.13 or lower? | /r/pytorch | 2023-07-16
Project mention: Agent event queue is flooded. Check the agent configuration | /r/Wazuh | 2023-06-30
Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13Numerous 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.
Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13For instance, the COCO Annotator is a web-based image annotation tool tailored for the COCO dataset format, allowing collaborative labeling with features like attribute tagging and automatic segmentation. Similarly, Label Studio offers an easy-to-use interface for bounding box object labeling in images.
My advice… Don’t rush. Study the material and get a good understanding of the fundamentals. Each certification builds on the previous ones. If Splunk is a path you want to pursue, build those fundamentals. Put in the reps in a lab. Download BOTS, attack range data sets. Take a look at Splunk & Machine Learning YouTube channel. His videos are fantastic and he maintains a GitHub repo so you can use the datasets to practice what you learned on the video.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Detection related posts
- Restful API Testing (my way) with Express, Maria DB, Docker Compose and Github Action
- Should I Open Source my Company?
- A site that tracks the price of a Big Mac in every US McDonald's
- SIEM content development
- fingerprintjs: NEW Extended Research - star count:20102.0
- fingerprintjs: NEW Extended Research - star count:20102.0
- fingerprintjs: NEW Extended Research - star count:20102.0
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A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
Index
What are some of the best open-source Detection projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | SQLMap | 30,560 |
| 2 | fingerprintjs | 20,896 |
| 3 | albumentations | 13,395 |
| 4 | ImageAI | 8,398 |
| 5 | crowdsec | 7,774 |
| 6 | awesome-object-detection | 7,245 |
| 7 | Yet-Another-EfficientDet-Pytorch | 5,183 |
| 8 | DetectionLab | 4,476 |
| 9 | commix | 4,327 |
| 10 | franc | 4,028 |
| 11 | browser-fingerprinting | 3,830 |
| 12 | arachni | 3,639 |
| 13 | awesome-threat-detection | 3,337 |
| 14 | yolov7_d2 | 3,130 |
| 15 | make-sense | 2,965 |
| 16 | a-PyTorch-Tutorial-to-Object-Detection | 2,958 |
| 17 | CRAFT-pytorch | 2,945 |
| 18 | training | 2,664 |
| 19 | jeelizFaceFilter | 2,619 |
| 20 | chainsaw | 2,547 |
| 21 | alibi-detect | 2,082 |
| 22 | coco-annotator | 2,008 |
| 23 | attack_range | 1,965 |
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