Object Detection With YOLO

Problems: In Computer Vision, Object Detection is an important problem with a variety of applications in different areas, such as self-driving cars, tracking objects and pedestrians, video surveillance system, or identify anomalies in security… Generally, object detection involves detecting instances of objects from a known class such as ‘people’, ‘car’ or ‘face’ in an image. … Continued

Sale action recommendation using LSTM

Motivation: Every company have a sale team to sell their products. With small companies, the selling process (such as: send email, how/when/what to response to customer, etc) are commonly pass down in the internal training process. But with a big company, with a large number of new employees and different selling procedure, customer pool, etc … Continued

How to tracking eye

Problem Suppose you are an advertiser. You are very dedicated to your product but you don’t really know the reaction of the users when they are watching it. Thus, We provided a solution to this problem through calculating the size and location of the pupil (?) with the error between actual value and calculated value is 10%. The scientists  said that when someone … Continued

Detecting Text in Natural Image with Connectionist Text Proposal Network

Intelligent character recognition or handwriting recognition system is an advanced OCR and a hard problem in computer science nowadays. Why is this problem hard to solve ? Because ICR contains 2 parts: Text localization and Text recognition. We shall go into details of Text localization. The technique that we use here is CTPN (Connectionist Text … Continued

An End-to-End Trainable Neural Network for handwriting recognition

I) Overview handwritting recognition Many researches are going on in the field of Optical Character Recognition (OCR) for the last few decades and a lot of articles have been published. Also a large number of OCR system is available commercially. In this literature, a review of the OCR history and the various techniques used for OCR development … Continued

Age detection

Introduction Age estimation has become relevant to an increasing amount of applications, particularly since the rise of social platforms and social media. It has various applications, ranging from customer relations to biometrics and entertainment. Since every  person ages differently, real age may not be easy to  be predicted from the face images. Image 1: Age and gender detection … Continued

Facial recognition

I. Overview of Facial recognition Facial Recognition Technology is a robust technology which has ability to detect and recognize a person whose face image stored in the database.This technology has been researched for a long time but the used technology had several limits including low accuracy and low speed of prediction. However, in this era … Continued

Technical Report : Pest Detection on Trap using Deep convolutional neural networks

IntroductionIn such production industries as agriculture, food and beverages, and confectionery, detection and elimination of pests is one of most important concerns with the purpose of increasing food security, improving quality of products and reducing the cost of production [1]. Without the application of computer vision, especially artificial intelligence, a great deal of human manual … Continued