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Machine Learning YOLO

Train a custom object detector using YOLOv7

March 31, 2024April 2, 202411 min read techzizou

HOW TO BEGIN? Use any one of the following models: In this tutorial, we will be using the yolov7 model. You can use any of the following: Follow these

Machine Learning YOLO

Train YOLOv8 Custom Object Detector

March 31, 2024April 2, 20248 min read techzizou

Using Google Colab In this tutorial, we will be training a custom detector for mask detection using YOLOv8 PyTorch implementations HOW TO BEGIN? Use any one of the following models:

Machine Learning YOLO

Train YOLOv6 custom Object Detector on Google Colab

March 31, 2024April 2, 202410 min read techzizou

In this tutorial, we will be training a custom detector for mask detection using YOLOv6 PyTorch implementations HOW TO BEGIN? Use any one of the following models: In this

Machine Learning

Build Android app for custom object detection

March 4, 2023March 4, 202334 min read techzizou

(For Latest Version TensorFlow App) Training a Deep Learning model for custom object detection using TensorFlow Object Detection API in Google Colab and converting it to a TFLite

Machine Learning

Build a custom Image classification Android app using Teachable Machine (Latest Version TensorFlow App)

March 3, 2023March 7, 202310 min read techzizou

Train a Deep Learning model for custom object image classification using Teachable Machine, convert it to a TFLite model, and finally deploy it on mobile devices using the

Machine Learning

YOLOv4 inference using OpenCV-DNN-CUDA on Linux

May 23, 2022May 29, 20223 min read techzizou

Run YOLOv4 inference using the OpenCV-DNN-CUDA module on Linux. In the previous blog “Setup OpenCV-DNN module with CUDA backend support (For Linux)”, we built the OpenCV-DNN module with CUDA

Machine Learning

Setup OpenCV-DNN module with CUDA backend support (For Linux)

May 17, 2022May 29, 20227 min read techzizou

In this tutorial, we will be building OpenCV from source with CUDA backend support (OpenCV-DNN-CUDA module). IMPORTANT: The OpenCV-DNN module only supports inference so although you will get

Machine Learning

YOLOv4 inference using OpenCV-DNN-CUDA on Windows

April 25, 2022May 26, 20223 min read techzizou

Run YOLOv4 inference using the OpenCV-DNN-CUDA module on Windows. In the previous blog “Setup OpenCV-DNN module with CUDA backend support (For Windows)”, we built the OpenCV-DNN module with CUDA

Machine Learning YOLO

Train YOLOv5 custom Object Detector on Google Colab

April 20, 2022April 2, 202411 min read techzizou

In this tutorial, we will be training a custom detector for mask detection using YOLOv5 PyTorch implementations HOW TO BEGIN? Use any one of the following models: In this

Machine Learning

Setup OpenCV-DNN module with CUDA backend support (For Windows)

March 9, 2022January 20, 20239 min read techzizou

In this tutorial, we will be building OpenCV from source with CUDA backend support (OpenCV-DNN-CUDA module). IMPORTANT: The OpenCV-DNN-CUDA module only supports inference. So although you will get