VisionClassifier is a tool for making and image processing, image analysis, and machine learning.
You just drag and drop image/video to application. Very simply!
Main purpose is human, face, any object detection.
This tool is useful in the following purposes.
- Many image data classify.
- Many image trimming, filter.
- Based OpenCV machine learning (Cascade Data) create.
- Machine learning data testing by many image/video.
It consists of the following tools.
[Tools]
- Arrange file, image classify, detect object, filter tool.
- Realtime object detection tester and image filter tool.
- Data analyze, color distribution analyze tool.
- Manual classify tool.
- Manual trimming tool.
- Machine learning tool.
[Each functions]
- Generic filter for Photo.
Inpaint, denoise, gaussian, laplacian, gamma, threshold, sepia, color phase,
brightness, saturation, edge, color convert, k-means, and so on...
- Realtime preview.
- Multiple pipeline filter.
- User defined GLSL shader filter.
- Exclude same image (thumbnail images, etc).
- Exclude low resolusion image.
- Exclude monotone, cartoon image.
- Identify face image file.
- Convert file format.(jpg/png)
- Classify by color space, feature, machine learning data.
- Control deep hierarchy directories.
- File indexing.
- Operate files by regex.
- Flatten hierarchy directories.
- File partitioning.
- Image clustering.
- Feature points sort.
- Feature matching sort.
- Similar color sort.
- Object detection sort.
- Monotone, cartoon sort.
- Symmetry sort.
- 3D color space matching sort.
- Bump grid sort.
- Continuous component sort.
- Color clustring sort.
- Skin color sort.
- Hu moment sort.
- Generic filter and effect.
- Rotation, Scaling, Translation.
- Convert color format.
- Clipping edge.
- Split or hash image.
- Auto trimming.
- Export frame images from video file.
- Color distribution analysis.(RGB/HSV)
- Data fourier analysis.
- Image fourier analysis.
- Color clustering analysis.
- 3D graphical viewer.
- Average image viewer.
- Feature point detection and matching.
- Object detection.
- People detection.
- User defined detection.(OpenCV cascade.xml)
- Data entropy analysis.
- Supported statical image, video, screen capturing, camera device.
- Image file mark, and sort by human.
- Rectangle Trimming.
- Overlay template image.
- Multiple trimming.
- Supported affine. (Rotate/Symmetry)
- Display grid.
- Object detection and auto rectangle trimming.
- HAAR-Like machine learning.
- LBP machine learning.
- HOG machine learning.
- Noise sampling.
Vision Classifier is supported multi core.
