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Computer Vision TutorialsUsing image processing, machine learning and deep learning methods to build computer vision applications using popular frameworks such as OpenCV and TensorFlow in Python. Mastering YOLO: Build an Automatic Number Plate Recognition SystemBuilding a real-time automatic number plate recognition system using YOLO and OpenCV library in Python, order your copy now! Download EBook
Automated Pothole Detection Using YOLO in PythonLearn how to build an automated pothole detection system using YOLOv5. This step-by-step tutorial covers environment setup, model training with a custom dataset, and running inference for real-time detection on images. 
Non-Maximum Suppression with OpenCV and PythonExplore the critical role of Non-Maximum Suppression (NMS) in object detection to eliminate redundant bounding boxes, ensuring precise results. This guide covers NMS's workings, the importance of Intersection-over-Union (IoU), and how to implement NMS with OpenCV in Python. 
How to Make a Facial Recognition System in PythonMaster Python facial recognition with our step-by-step tutorial. Build real-time and image upload systems to identify faces with precision. Essential for security, attendance, and more. Perfect for beginners. Dive into the biometric tech world now! 
How to Cartoonify Images in PythonLearn how to cartoonify images using Python and OpenCV in this step-by-step tutorial. Transform regular photos into cartoon-like visuals with just a few lines of code. Perfect for beginners in computer vision. 
Real-Time Vehicle Detection, Tracking and Counting in PythonLearn how to perform vehicle detection, tracking and counting with YOLOv8 and DeepSORT using OpenCV library in Python. 
How to Upscale Images using Stable Diffusion in PythonLearn how to use stable diffusion 4x upscaler to upscale your low-resolution images into high quality images with Huggingface transformers and diffusers libraries in Python. 
How to Edit Images using InstructPix2Pix in PythonLearn how you can edit and style images using Instruct-Pix2Pix with the help of Huggingface diffusers and transformers libraries in Python. 
How to Control Generated Images by Diffusion Models via ControlNet in PythonLearn how you can control images generated by stable diffusion using ControlNet with the help of Huggingface transformers and diffusers libraries in Python. 
Visual Question Answering with Transformers in PythonLearn the current state-of-the-art models (such as BLIP, GIT, and BLIP2) for visual question answering with huggingface transformers library in Python. 
Real-time Object Tracking with OpenCV and YOLOv8 in PythonLearn how to perform real-time object tracking with the DeepSORT algorithm and YOLOv8 using the OpenCV library in Python. 
Image to Image Generation with Stable Diffusion in PythonLearn how you can generate similar images with depth estimation (depth2img) using stable diffusion with huggingface diffusers and transformers libraries in Python. 
How to Generate Images from Text using Stable Diffusion in PythonLearn how to perform text-to-image using stable diffusion models with the help of huggingface transformers and diffusers libraries in Python. 
How to Fine Tune ViT for Image Classification using Transformers in PythonLearn how to fine tune the Vision Transformer (ViT) model for the image classification task using the Huggingface Transformers, evaluate, and datasets libraries in Python. 
How to Perform Image Segmentation using Transformers in PythonLearn how to use image segmentation transformer model to segment any image using huggingface transformers and PyTorch libraries in Python. 
Image Captioning using PyTorch and Transformers in PythonLearn how to use pre-trained image captioning transformer models and what are the metrics used to compare models, you'll also learn how to train your own image captioning model with Pytorch and transformers in Python. 
How to Build a GUI QR Code Generator and Reader in PythonLearn how to build a complete GUI QR code generator and reader program in Python using Tkinter, qrcode and OpenCV libraries. Claim your Free YOLO EBook
Download a Completely Free EBook about YOLO Object Detection
Build a custom object detector with YOLO from scratch using OpenCV in Python following this free EBook! |
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