aymanabid10/DataTime

"DataTime" is a 100% Tunisian python library based for image classifications data extraction tasks as well as for data collection using an interactive and dynamic dashboard for machine and deep learning tasks in particular computer vision tasks. # DataTime **DataTime** is a 100% Tunisian python library based for image classifications data extraction tasks as well as for data collection using an interactive and dynamic dashboard your can launch it from a CLI command (built-in command) makes powerfull images collected for machine and deep learning tasks in particular computer vision tasks. ## Our Features #### 1. DataExtraction : - *Introduction* : image classification is one of thee most commun computer vision tasks in Machine Learning but the problem is Finding a great image dataset with the best resolution and the shape of the object in the image can be smaller than the actual image that can't give us a great Detection with a lower accuracy. - *Data Extraction* : **DataTime** is capable of fixing this problem using the GoogleAPI Open Images used for object detection ,so **DataTime** takes all these images of the object detection and extract all the bounding boxes by crop them to create a powerfull image classification dataset but not only that, **DataTime** is capable of generating what it ever your number data is and this is a good point of generating a BigData images. - *Data Balance* : The main purpose of **DataTime** is makes your data powerfull because the most Important in Machine Learning and deep learning tasks is the the power of the preprocessing level of you Data so **DataTime** is capable of balancing your own data into many mathematics formulas applied on your own data. - *Data Backup process* **DataTime** makes the Time of the developer valuable, so the generated data is backup into pickle files that ones that the developer rerun the scripts , **DataTime** gives him the choice to use the BackUp Data. #### 2. DataCollector : - *Introduction* : Data Collection also is one of the most important things in Machine Learning & Deep Learning tasks, so we can fix that problem with **DataTime** using an interactive and dynamic dashboard which i developed and you can call it with an built-i …