# Machine Learning Data Processing Tools - [Machine Learning Data Processing Tools](#machine-learning-data-processing-tools) - [Data Processing](#data-processing) - [Data Acquisition](#data-acquisition) Tools for data filtering, preprocessing, and format conversion for ML tasks. Currently support is only present for Computer Vision tasks ### Data Processing - [Tensorflow Image Augmentation Test](tf_image_augmentation_test) <center> <img src="tf_image_augmentation_test/combined_aug_grid.jpg" width="50%" /> </center> - [Training Data Filtering for Image Classification & Segmentation](training_data_cls_seg_filter) | <center>Good Matting</center> | <center>Bad Matting</center> | | :-------------------------------------------------------------------------------------------------------------: | :------------------------------------------------------------------------------------------------------------: | | <img src="training_data_cls_seg_filter/seg_training_data_filtering/screenshots/good_matting.jpg" width="60%" /> | <img src="training_data_cls_seg_filter/seg_training_data_filtering/screenshots/bad_matting.jpg" width="60%" /> | - [YOLO and Pascal VOC conversion for Object Detection Training](annotation_format_conv) | <center>PASCAL VOC2007</center> | <center>YOLO</center> | | :-----------------------------------------------------------------------------: | :-------------------------------------------------------------------: | | <img src="annotation_format_conv/readme_imgs/pascal_voc2007.png" width="80%" /> | <img src="annotation_format_conv/readme_imgs/yolo.png" width="100%" /> | ### Data Acquisition - [Youtube Downloader](youtube_downloader) - [icrawler](https://github.com/hellock/icrawler) - [Google, Bing Images Crawler](https://pypi.org/project/icrawler)