Popular GitHub Repositories for Black Box Attack

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

A library for prototyping realtime hand detection (bounding box), directly in the browser.

Deep learning software for colorizing black and white images with a few clicks.

Just draw a bounding box and you can remove the object you want to remove.

基于图像识别的自动化黑盒测试框架 | An automation black-box testing framework based on image recognition

?? Build Your Own chatgpt Bot|? Discord/Slack/Kook/Telegram |? ToolCall|? Plugin Support | ? out-of-box | gpt-4o

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

OneDiff: An out-of-the-box acceleration library for diffusion models.

Master Federated Learning in 2 Hours—Run It on Your PC!

Must-read Papers on Textual Adversarial Attack and Defense

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

It's not AI that takes away your job, but the people who master the use of AI tools. The most deadly attack is a dimension-reducing strike: destroying you has nothing to do with you - from "The Three-Body Problem". 中文说明： 抢走你工作的不是AI，而是掌握使用AI工具的人。 降维打击最为致命：毁灭你，与你何干《三体》

Data Augmentation For Object Detection

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

nndeploy is an end-to-end model inference and deployment framework. It aims to provide users with a powerful, easy-to-use, high-performance, and mainstream framework compatible model inference and deployment experience.一款端到端的模型推理和部署框架。它旨在为用户提供功能强大、简单易用、高性能且兼容主流框架的模型推理和部署体验。