Artificial General Intelligence (AGI)
The Most Visited Pages ( July 2022)
Open Source Projects
cvtest: Computer Vision Test: Unit Test, Integration Test, System Test, Acceptance Test for Computer Vision and Deep Learning
Do you want to test your output of computer vision application which is video or images?
Standard test for computer vision application
There isn't any standard test for computer vision program. I wrote many test by myself and I would like to share some of them here. For example, I write a program to test docker and check the processing time, memory usage, CPU usage, etc. In computer vision application sometime you need to check the output which is the image. How do you want to check it. I write some program to check the output which is the image and compare the ground truth. I check some well known methods such as PSNR, SSIM, Image quality, distortion, brightness, sharpness, etc. Furthermore, I check much different hardware and write some test for computer vision application base on different hardware architecture and Evaluation hardware.
Do you want to know your program Automatically adjusting brightness of image in the right way?, How do you know using generic sharpening kernel to remove blurriness is working?, How to do check FPS process?, Which OCR system work better for your input image?
Multi-Class Multi-object Video Tracking
computer vision with deep learning in IoT devices
Multi Camera (Stereo Vision) Calibration for AR/VR headset (extended reality/mixed reality) 3D Image Processing with Deep Learning
End to End solution for computer vision applications in industry (cloud and IoT)
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