In this post, I would like to share my practice with Facebook’s new Detectron2 package on macOS without GPU support for street view panoptic segmentation. If you want to create the following video by yourself, this post is all you need. This demo video clip is from my car’s dashcam footages from Preston, Melbourne. I used the PyTorch and Detectron2 to create this video with segmentation masks.
Continue reading “Street View Image Segmentation with PyTorch and Facebook Detectron2 (CPU+GPU)”
This is the 3rd post about my implementation of TensorFlow Apps on my Android Phone.
This time I fixed one small bug in the app of “TF Detect” so the object tracking function could work. The project is compiled by “cmake“ with NDK Archives in this version. You can download the new “apk files here: Tensorflow_Demo_Debug.apk.
“Once the app is installed it can be started via the “TF Classify”, “TF Detect”, “TF Stylize”, and “TF Speech” icons, which have the orange TensorFlow logo as their icon.
Continue reading “A Taste of TensorFlow on My Android Phone (III)”
This project is forked from zbar library, I added some modifications, so the webcam can be used as an image reader to detect QR and Barcodes.
Continue reading “QR Code Detector with Webcam (Python / OpenCV / Pyzbar)”
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