ریاست قلات میں نظام قضاء کا تحقیقی جائزہ

In Islam the system of Judiciary halds an immense importance the judiciary after faith is counted as an important obligation amongst all other obligations and is eminent and virtous amongst all outs of worships. The virue of judiciary is mentioned at hundreds of places in the Quran and in the Ahadiths. The Progression of the system of judiciary has been hard from the begning of the prophet hood, during the Rashidun ealiphale and is promulgated till tody. Before the existence of Pakistan there were many states amongst which one was the state of Kalat. Where the Baloch Government was setup in 1530 Meer Ahmed Yar Khan was elected as the Khan of Kalat. Who at the very Beginning laid the foundation of the system of judiciary? The details about this would be discussed in the article ahead. The Government of Balochs was set up in Kalat the foundation of system of judiciary here was first of all laid by Mir Ahmed Yar Khan. First of all juges were appointed in every district.

Abnormality Detection in Musculoskeletal Radiographs

We build a machine learning model that is able to detect abnormalities in X-ray images. We use the MURA dataset released by Stanford University in 2017 to train and evaluate our model. The dataset contains a total of 14,656 multi-view X-ray studies labeled as either normal or abnormal by professional radiologists. We train a binary Convolutional Neural Network classifier on this dataset and employ Class Activation Mappings to localize the abnormality on the X-ray image if found. Our model, an ensemble of DenseNet169 and ResNet50, obtains an accuracy of 0.844 and an AUROC of 0.836 on the test set. In this paper, we describe the methodologies that we used to train and evaluate the model and to extend the classifier into a detector