[OpenR8 solution] Image_PCB_FasterRCNN_Keras (Using Keras FasterRCNN for object detection on PCB)
Through the Keras function library, the FASTERRCNN method is used to detect the capacitance above the PCB.
[OpenR8 solution] Image (Create an image and capture the screen)
The Image contains two files that demonstrate how to create an image and capture two solutions for the full screen.
[OpenR8 solution] Image_Webcam_SSD300_Caffe (Using Caffe SSD algorithm to detect objects in webcam instant images)
This file is an introduction to Caffe SSD to detect and label objects in webcam real-time images.
[OpenR8 solution] Image_PCB_SSD300_Keras (Using SSD 300 algorithm and Keras for PCB object detection)
This Image_PCB_SSD300_Keras is through Keras library, using the SSD (Single Shot Multibox Detector) method to detect the capacitance above the PCB.
[OpenR8 solution] Image_Barcode (Read 1D barcode and QR code)
Image_barcode is used to parse barcodes, such as bar code or QR code. Use by simply entering an image of the barcode, and then by six simple steps, you can display the
[OpenR8 solution] Image_VideoCapture_OpenCV (Capture webcam images using OpenCV's VideoCapture)
Image_VideoCapture_OpenCV is a VideoCapture using OpenCV. The image read by the webcam is captured and displayed in the window.
[OpenR8 solution] Image_PCB_ResNetSSD300_Caffe (Using SSD 300 algorithm and Caffe framework for PCB object detection)
Image_PCB_ResNetSSD300_Caffe uses the Caffe framework, which is more than twice as fast as Keras. Unlike other Image_PCB_SSD300_Caffe, it uses the resNet network archit
[OpenR8 solution] Image_PCB_RestNetSSD512_Caffe (Image analysis uses SSD 512 algorithm and Caffe framework for PCB object detection)
This Image_PCB_ResNetSSD512_Caffe uses the Caffe framework, which is more than twice as fast as Keras. Unlike other Image_PCB_SSD512_Caffe, it uses the resNet network a
[OpenR8 solution] Image_PCB_SSD300_Caffe (Using Caffe SSD300 for object detection on PCB)
This Image_PCB_300_Caffe is the use of the Caffe framework. Speed is more than twice times faster than Keras. First Use the SSD (Single Shot multibox detector) deep lea
[OpenR8 solution] Image_PCB_YOLOv3_Keras (Using YOLOv3 algorithm and Keras framework for PCB object detection)
Image_PCB_YOLOv3_Keras is the use of Keras's YOLO third version-yolov3 to judge the target for category, detection.