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Build a face detector from webcam images by annotating bounding boxes, augmenting data, training a custom TensorFlow model, and testing real-time detections.
Use a pretrained ESRGAN model with Python to upscale low-resolution images up to four times through deep learning.
Build a real-time automatic number plate recognition system that detects plates, extracts text with OCR, and saves results from images and video.
Build and deploy TensorFlow object detection models in Python, from image labeling and training through webcam inference, performance tuning, and TensorFlow.js or TFLite export.
Learn to import functions and packages, make API calls, and leverage Python for data science tasks efficiently and effectively.
Learn to build an AutoGPT app using LangChain in just 25 minutes. Gain hands-on experience with this powerful AI framework and create your own intelligent application quickly.
A hands-on walkthrough of DALL-E 2 for creating images from natural-language prompts and modifying existing images with inpainting.
Build a GAN from scratch in Python and TensorFlow to generate synthetic fashion images with a custom training loop.
Build and test a TensorFlow model from scratch that detects iris keypoints and tracks eyes in real time from webcam frames.
Build a deep learning model in Python that tokenizes comments and predicts toxicity categories such as threats, insults, and identity hate.
Build a binary image classifier from web-sourced images using a complete Keras/TensorFlow pipeline, then test and save it.
Set up a Python deep-learning environment from scratch, configure GPU acceleration, and train an image classifier with TensorFlow.
Build a TensorFlow CNN that converts audio waveforms into spectrograms, classifies bird calls, counts detections in recordings, and exports results to CSV.
A hands-on SimSwap tutorial for installing a pretrained model and applying GAN-based face swaps to images and video with Python.
Use DeOldify and Python to turn black-and-white photos into color reconstructions with a pretrained deep learning model.
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