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Developing adversarial attacks on YOLO algorithm for computer vision (Work in progress)

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Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
core		core
docs		docs
img		img
matlab		matlab
README.md		README.md
attackEnv.py		attackEnv.py
attackEnvTest.py		attackEnvTest.py
attackEnvTrain.py		attackEnvTrain.py
toolTest.py		toolTest.py

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attack-yolo

(Work in progress)

Developing adversarial attacks on YOLO algorithm for computer vision

High level overview

Requirements

Darknet - https://github.com/AlexeyAB/darknet#requirements
OpenCV python
NumPy
OpenAI Gym
Stable Baselines for TF or Stable Baselines 3 for pytorch
nvidia-docker + darknet container not needed if using Darknet above

Developing attacks with RL

TO DO

normalize rewards - get better mse
use L_inf?

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Developing adversarial attacks on YOLO algorithm for computer vision (Work in progress)

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