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asad-raza's Projects

aradic icon aradic

AraDIC: Arabic Document Classification Using Image-Based Character Embeddings

craft-tensorflow icon craft-tensorflow

The unofficial implementation of Character Region Awareness for Text Detection (CRAFT)

cs231n icon cs231n

Stanford CS231n Convolutional Neural Networks for Visual Recognition Assignments

datasets icon datasets

A collection of datasets ready to use with TensorFlow

document-structure-classification-for-information-retrieval icon document-structure-classification-for-information-retrieval

For OCR tasks, document structure (e.g. email, letter, memo, etc.) may provide critical insight and helps to improve overall quality of the OCR task. With this use case in mind, I used the RVL-CDIP dataset to predict the structure of a document given a scanned image

facedetector_tf icon facedetector_tf

A faster rcnn implementation of face detector. Use WIDER FACE dataset, and tensorflow.

facerecognition icon facerecognition

Implemented Siamese Network with triplet loss using Keras, Tensorflow, openCV, Transfer Learning

google-street-view-house-number-classifier icon google-street-view-house-number-classifier

The goal of this data set is to, much in the style of MNIST, classify the main digit that appears in the photo. As such there are 10 classes, 1 for each digit. Digit '1' has label 1, '9' has label 9 and '0' has label 10. I used SVHN.

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