Learn to create inventive programs on your Machine Learning&Deep Learning and Python―with no programming experience required. Discover how to configure, write Python scripts, create user-friendly GUIs.Projects include a object detection by find object with camera, tracking motion. Hands-on Deep Learning&Machine Learning and Object, face/yes detection, recognize handwriting, pedstrian detecting.
- Computer vision and application fields
- Setup Python, OpenCV, Numpy Packages for Visual Studio IDE on windows
- Machine Learning and Object Detection with 1k-Means, 2k-NN, SVM and HOG, Cascade Classifier
- Make Classifier for Object Detection Casscade Classify Tool, Collecting Data, Training Object to Classify, Labeling, Training LBG, Detection Object
- Train Object Detection Classifier Using TensorFlow, Installing Anaconda, CUDA, and cuDNN, Setting Anaconda Virtual Environment, Gathering and labeling pictures, Generating training data, Creating a label map and configuring training, Training, Exporting the inference graph, Testing object detection classifier