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https://github.com/ch33nchan/rl-cv

https://github.com/ch33nchan/rl-cv

Science Score: 13.0%

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    CITATION.cff file
  • ✓
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    Found codemeta.json file
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    .zenodo.json file
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    DOI references
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    Scientific vocabulary similarity
    Low similarity (6.8%) to scientific vocabulary
Last synced: 9 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: ch33nchan
  • Language: Python
  • Default Branch: main
  • Size: 70.5 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed about 1 year ago
Metadata Files
Readme

README.md

TinyGrad RLCV

A lightweight reinforcement learning framework for computer vision tasks using TinyGrad.

Overview

TinyGrad RLCV combines reinforcement learning with computer vision using the lightweight TinyGrad framework. It's designed to be efficient and deployable on resource-constrained devices like mobile CPUs and ARM-based systems.

Features

  • TinyGrad Integration: Efficient neural network operations with minimal memory footprint
  • Reinforcement Learning: DQN implementation with experience replay and customizable policies
  • Computer Vision: Lightweight image processing and feature extraction
  • Object Tracking: Real-time tracking capabilities with webcam support
  • Performance Monitoring: CPU, memory, and FPS tracking

Requirements

  • Python 3.10 or newer
  • TinyGrad
  • OpenCV (for webcam examples)
  • NumPy

Installation

  1. Clone the repository: bash git clone https://github.com/yourusername/tinygrad-rlcv.git cd tinygrad-rlcv
  2. simple tracking (ps : work in progress): bash cd tinygrad-rlcv/examples/ python webcam_tracking.py

Owner

  • Name: Srinivas T B
  • Login: ch33nchan
  • Kind: user
  • Location: Bangalore,India

Machine Learning Engineer & Autonomous Vehicles

GitHub Events

Total
  • Push event: 6
  • Create event: 2
Last Year
  • Push event: 6
  • Create event: 2

Dependencies

tinygrad/.github/actions/process-replay/action.yml actions
tinygrad/.github/actions/setup-tinygrad/action.yml actions
  • actions/cache v4 composite
  • actions/setup-python v5 composite
tinygrad/extra/dsp/Dockerfile docker
  • ubuntu 22.04 build
tinygrad/test/Dockerfile docker
  • ubuntu 22.04 build
requirements.txt pypi
setup.py pypi
tinygrad/setup.py pypi
venv/lib/python3.9/site-packages/numpy/_core/tests/examples/cython/setup.py pypi
venv/lib/python3.9/site-packages/numpy/_core/tests/examples/limited_api/setup.py pypi
venv/lib/python3.9/site-packages/pkg_resources/tests/data/my-test-package-source/setup.py pypi