Weakly Supervised Object Detection In Practice
- 2019-07-10
- Taha Emara
- Deep Learning, Computer Vision, Object Detection, Pytorch
In this post, we will learn how to apply a proposed method to make a classification network performs both object classification and object localization in a single forward-pass.
How to build a custom object detector using YOLOv3 in Python
- 2018-11-11
- Taha Emara
- Yolo, Computer Vision, Deep Learning, Opencv, Object Detection
In this post, we will learn how to train YOLOv3 on a custom dataset using the Darknet framework and also how to use the generated weights with OpenCV DNN module to make an object detector.
How to build a custom object detector using Yolo
- 2018-07-31
- Taha Emara
- Deep Learning, Deeplearning4j, Computer Vision, Yolo, Java, Object Detection
In this post, we will learn how to build a custom object detector using Yolo. For example, I made a detector to detect my Rubik’s Cube.
Real-time Sudoku Solver
- 2018-05-19
- Taha Emara
- Computer Vision, Deep Learning, Machine Learning, Deeplearning4j, Opencv, Java
In this post, we will learn how to solve a printed sudoku solver using a real-time feed from a camera.
Handwritten Multi-digit String Segmentation and Recognition using Deep Learning
- 2018-02-17
- Taha Emara
- Opencv, Machine Learning, Deeplearning4j, Deep Learning, Java
In this post, we will learn how to develop an application to segment a handwritten multi-digit string image and recognize the segmented digits using deep learning.
Arabic Handwritten Characters Recognition using Deeplearning4j
- 2017-10-18
- Taha Emara
- Deeplearning4j, Machine Learning, Java, Deep Learning
In this post, I introduce an implementation of a proposed CNN design for Arabic handwritten characters recognition.
Realtime Driver Drowsiness Detection (Sleep Detection)
- 2017-09-12
- Taha Emara
- Opencv, Machine Learning, Dlib, Deep Learning, Computer Vision
In this post, I introduce an app for realtime driver drowsiness detection (Sleep Detection) using facial landmarks.
