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CodeProject.AI Modules

Supporting CodeProject.AI Server 2.9.

Computer Audition

  • Sound Classifier (TensorFlow)
    The sound classifier uses Tensorflow with Python to classify sound files based on the UrbanSound8K dataset.
    v1.4.0   All Platforms   Python, TensorFlow
    Project by Chris Maunder, based on Tensorflow-Audio-Classification.

Computer Vision

  • License Plate Reader
    Detects and readers single-line and multi-line license plates using YOLO object detection and the PaddleOCR toolkit
    v3.3.0   All Platforms except Windows-arm64   Python, PaddlePaddle
    By Mike Lud
  • License Plate Reader (RKNN)
    Detects and readers single-line and multi-line licence plates. This module only works with Rockchip RK3588/RK3588S NPUs like the Orange Pi 5/5B/5 Plus or Radxa ROCK.
    v1.5.0   Orange Pi, Radxa ROCK   Python, FastDeploy
    By Mike Lud
  • Object Detection (Coral)
    The object detection module uses the Coral TPU to locate and classify the objects the models have been trained on.
    v2.4.0   All Platforms   Python, TensorFlow-Lite
    Project by Chris Maunder, Seth Price, based on Coral.ai examples.
  • Object Detection (YOLOv5 .NET)
    Provides Object Detection using YOLOv5 ONNX models with DirectML. This module is best for those on Windows and Linux without CUDA enabled GPUs
    v1.11.0   All Platforms except Windows-arm64   C#, ONNX, DirectML, YOLO
    Project by Matthew Dennis, based on yolov5-net.
  • Object Detection (YOLOv5 3.1)
    Provides Object Detection using YOLOv5 3.1 targeting CUDA 10 or 11 for older GPUs.
    v1.11.0   All Platforms except macOS   Python, PyTorch, YOLO
    Project by Chris Maunder, Matthew Dennis, based on Deepstack.
  • Object Detection (YOLOv5 6.2)
    Provides Object Detection using YOLOv5 6.2 targeting CUDA 11.5+, PyTorch < 2.0 for newer GPUs.
    v1.10.0   All Platforms except Raspberry Pi, Jetson  
    Project by Matthew Dennis, based on Ultralytics YOLOv5.
  • Object Detection (YOLOv5 RKNN)
    Provides Object Detection using YOLOv5 RKNN models. This module only works with Rockchip RK3588/RK3588S NPUs like the Orange Pi 5/5B/5 Plus
    v1.8.0   Orange Pi, Radxa ROCK   Python, FastDeploy, YOLO
    By Mike Lud
  • Object Detection (YOLOv8)
    Provides Object Detection in Python>=3.8 using YOLOv8. Great for newer NVIDIA GPUs
    v1.6.0   All Platforms   Python, PyTorch, YOLO
    Project by Chris Maunder, based on ultralytics.
  • Optical Character Recognition
    Provides OCR support using the PaddleOCR toolkit
    v2.2.0   All Platforms except Windows-arm64   Python, PaddlePaddle
    By Mike Lud
  • Scene Classification
    Classifies an image according to one of 365 pre-trained scenes
    v1.8.0   All Platforms except Jetson   Python, PyTorch
    Project by Chris Maunder, Matthew Dennis, based on Deepstack.

Face Recognition

  • Face Processing
    A number of Face image APIs including detect, recognize, and compare.
    v1.12.0   All Platforms except Jetson   Python, PyTorch
    Project by Chris Maunder, Matthew Dennis, based on Deepstack.

Generative AI

  • LlamaChat
    A Large Language Model based on the Machine Learning Compilation for LLMs
    v1.7.1   All Platforms except Windows-arm64, Raspberry Pi, Orange Pi, Radxa ROCK, Jetson   Python, Llama
    Project by Chris Maunder, based on llama-cpp-python.
  • MultiModeLLM
    A multi-modal Large Language Model
    v1.0.0   Windows, Linux, macOS, macOS   Python, Phi-3
    Project by Chris Maunder, based on chat-with-phi-3-vision.
  • Text to Image
    Generates an image from a text prompt.
    v1.3.0   Windows, macOS, Linux   Python, PyTorch, Stable Diffusion
    Project by Matthew Dennis, based on Diffusers.

Image Processing

  • Background Remover
    Automatically removes the background from a picture
    v1.11.0   All Platforms except Linux, Raspberry Pi, Orange Pi, Radxa ROCK, Jetson   Python, ONNX
    Project by Chris Maunder, based on rembg.
  • Cartoonizer
    Convert a photo into an anime style cartoon
    v1.7.0   All Platforms except Raspberry Pi, Orange Pi, Radxa ROCK, Jetson   Python, PyTorch
    Project by Chris Maunder, based on animegan2-pytorch.
  • Portrait Filter
    Provides a depth-of-field (bokeh) effect on images. Great for selfies.
    v2.1.0   Windows   C#, ONNX, DirectML
    Project by Matthew Dennis, based on C# PortraitModeFilter.
  • Super Resolution
    Increases the resolution of an image using AI
    v2.2.0   All Platforms   Python, ONNX
    Project by Chris Maunder, based on PyTorch.org example.

Natural Language

  • Sentiment Analysis
    Provides an analysis of the sentiment of a piece of text. Positive or negative?
    v2.1.0   Windows, macOS   C#, TensorFlow
    Project by Matthew Dennis, based on .NET ML Samples.
  • Text Summary
    Summarizes text content by selecting a number of sentences that are most representative of the content.
    v1.9.0   All Platforms   Python, NLTK
    Project by Chris Maunder, based on Github gist.

Training

  • Training for YoloV5 6.2
    Train custom models for YOLOv5 v6.2 with support for CPUs, CUDA enabled GPUs, and Apple Silicon.
    v1.7.0   All Platforms except Raspberry Pi, Orange Pi, Radxa ROCK, Jetson   Python, PyTorch, YOLO
    Project by Matthew Dennis, based on Ultralytics YOLOv5.