Скачать или смотреть Real Time Image Classification with MobileNetV2 | Deep Learning Detection System | Computer Vision

#machinelearning #deeplearningprojects #python
This system is an image classification tool powered by MobileNetV2, a pre-trained deep learning model. The system uses a Tkinter graphical user interface (GUI) to allow users to upload images and receive predictions on the image’s content. The predictions are based on the ImageNet dataset, which contains 1,000 object categories.

Key Features:
MobileNetV2: A lightweight and efficient convolutional neural network (CNN) that is ideal for mobile and embedded applications due to its low memory requirements and fast inference speed
Image Upload: Users can upload any image via a file dialog, and the system will automatically resize and preprocess the image to make predictions.
Top Predictions: The top 3 predicted categories for the uploaded image are displayed, along with their confidence scores.

Source Code: https://github.com/611noorsaeed/Real-...

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