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RSK World
action-recognition
RSK World
action-recognition
Action Recognition Dataset - Video Classification + Action AI + Video ML
action-recognition
  • annotations
  • sample_data
  • .gitignore1.2 KB
  • LICENSE.txt3.3 KB
  • README.md13.1 KB
  • RELEASE_NOTES.md4 KB
  • action-recognition.png150.5 KB
  • api_server.py16.1 KB
  • augmentation.py15.9 KB
  • benchmark.py20.6 KB
  • config.json2.8 KB
  • convert_videos.py3.5 KB
  • create_logo.py5.5 KB
  • demo.html28.3 KB
  • download_real_human_videos.py12.6 KB
  • download_real_videos.py21.1 KB
  • download_ucf101.py19.6 KB
  • download_youtube_videos.py10.1 KB
  • favicon.png786 B
  • generate_browser_videos.py10.7 KB
  • generate_samples.py19.4 KB
  • get_real_videos.py8.2 KB
  • index.html38.8 KB
  • loader.py8.9 KB
  • logo.png8.5 KB
  • process_downloaded.py4.6 KB
  • real_running_preview.png195.6 KB
  • real_video_preview.png330.6 KB
  • realtime_predictor.py14.3 KB
  • requirements.txt1.9 KB
  • script.js13.8 KB
  • styles.css39.4 KB
  • train_model.py20.5 KB
  • video_preview.png61.3 KB
  • visualize_dataset.py18 KB
requirements.txt
requirements.txt
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# ==================================================================================
#     Action Recognition Dataset - Python Dependencies
# ==================================================================================
#     Project: Action Recognition Dataset
#     Website: RSK World (https://rskworld.in)
#     Founder: Molla Samser
#     Designer: Rima Khatun
#     Contact: help@rskworld.in | +91 93305 39277
#     
#     (c) 2026 RSK World. All Rights Reserved.
# ==================================================================================

# Core Dependencies
numpy>=1.21.0
opencv-python>=4.5.0

# Deep Learning (choose one based on your system)
torch>=1.9.0
torchvision>=0.10.0

# For TensorFlow users (optional)
# tensorflow>=2.6.0

# API Server
flask>=2.0.0
flask-cors>=3.0.10

# Video Download
yt-dlp>=2023.1.1

# Progress bars
tqdm>=4.62.0

# Image Processing
Pillow>=8.0.0

# Data Processing
pandas>=1.3.0

# Visualization (optional)
matplotlib>=3.4.0
seaborn>=0.11.0

# Web Requests
requests>=2.26.0
urllib3>=1.26.0

# JSON Schema Validation
jsonschema>=4.0.0

# File Utilities
pathlib2>=2.3.0

# Optional: GPU Support
# For NVIDIA GPU acceleration, install CUDA toolkit and:
# pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/cu118

# ==================================================================================
#     Installation Instructions
# ==================================================================================
#
#     Basic Installation:
#         pip install -r requirements.txt
#
#     With GPU Support (NVIDIA):
#         pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/cu118
#         pip install -r requirements.txt
#
#     Minimal Installation (for inference only):
#         pip install numpy opencv-python
#
# ==================================================================================
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About RSK World

Founded by Molla Samser, with Designer & Tester Rima Khatun, RSK World is your one-stop destination for free programming resources, source code, and development tools.

Founder: Molla Samser
Designer & Tester: Rima Khatun

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