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Learn to create a horse race detection model using deep learning without a pre-existing dataset. Extract frames, automate annotations, train YOLOv8, and apply the model to videos for real-time object detection.
Learn to implement underwater object detection using YOLO-NAS and Python. Covers model import, custom dataset training, and making predictions with bounding boxes for sea images.
Implement object detection for bone fractures using YOLOv8 and Python. Learn to load models, process images, and visualize predictions with hands-on coding examples.
Implement YOLOv8 for ship detection in sea views using Python. Learn data preparation, model training, and prediction visualization for effective object detection.
Learn to implement object detection for playing cards using YOLOv8 and Python. Covers model loading, data processing, training, and visualization of predictions and annotations.
Learn to boost YOLOv8's object detection using SAHI library. From installation to implementation, discover how to perform sliced predictions, visualize results, and compare performance with standard YOLOv8 for improved computer vision projects.
Learn to build an advanced object detection system using DETR, covering data preparation, model implementation, training, and inference with PyTorch, Transformers, and PyTorch Lightning.
Explore AI-driven image processing using Grounding DINO, SAM, and Stable Diffusion. Learn to detect, segment, and generate new images with step-by-step guidance on model integration and custom prompts.
Explore Photomaker to generate AI images featuring your face. Learn installation, Python libraries, and text-prompt techniques for creating personalized, stunning photos effortlessly.
Generate descriptive captions for images using Python, PyTorch, and Hugging Face's pre-trained 'nlpconnect/vit-gpt2-image-captioning' model. Learn to process images with ViT and generate text with GPT-2.
Generate automatic subtitles for audio and video using Faster-whisper, a faster implementation of OpenAI's Whisper model. Learn to transcribe, create SRT files, and translate subtitles to multiple languages.
Learn to remove objects from images using Inpainter, combining semantic segmentation and EdgeConnect. Master installation, single and multiple object removal for photo editing and data augmentation.
Learn to swap faces in images and videos using FaceFusion. Master environment setup, Python libraries installation, and hands-on face swapping techniques for both static and dynamic media.
Discover how to transform old, low-quality videos into full HD using AI-powered video enhancement tools, Python libraries, and GPU processing for superior resolution and clarity.
Master the art of animating still images with realistic facial expressions using Live Portrait's free AI technology and Python-based implementation.
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