Siddharth SahNavigating the Maze: Streamlined Project Structure for Data Science and everything around itIn the world of data science and machine learning, structuring your project is crucial for ensuring smooth collaboration, maintainability…Mar 15, 2023Mar 15, 2023
Siddharth SahAutomating SSH Login and Jupyter Notebook Setup for Machine Learning ProjectsSSH Login: SSH (Secure Shell) is a cryptographic network protocol for operating network services securely over an unsecured network. It is…Mar 7, 2023Mar 7, 2023
Siddharth SahReal time Object tracking and Segmentation using YoloV8 with Strongsort, Ocsort and BytetrackThe goal of object tracking is to keep track of an object as it moves through the frame and to locate it in subsequent frames.Feb 9, 20232Feb 9, 20232
Siddharth SahSynthetic training data from Blender + Object Detection with Transfer Learning = Deep Learning on…A deep learning model is only as good as its data. If the data has inherent biases, the model will reflect them. The fine-tuning of models…Feb 5, 2023Feb 5, 2023
Siddharth SahA hitchhiker’s guide to Synthetic data for Deep LearningWhat’s synthetic data?Feb 4, 2023Feb 4, 2023
Siddharth SahDeepSafe: Open source deepfake detection platform built for ResearchersBackgroundFeb 2, 20231Feb 2, 20231
Siddharth SahHow to use subprocess to efficiently use multiple conda environments in the same projectLet's start with the most basic method of managing conda environments.Feb 2, 20231Feb 2, 20231
