sounok1234's repositories
BuildingDetection-Cropping
Used the YOLO custom object detector (using keras) to detect buildings from an image and crop them out using openCV. Link to original repo:
Area_Room_Rhino_Inside-Revit
A simple script that allows user to create areas/rooms in revit from poly lines in Rhino
GAN_imageFarming
A sister webapp based off on the original sketch to image based web app to get image and sketch based data from users.
Outlet_Placement
Example code to place electrical outlets in a studio apartment following some procedural rules. Used Rhino3dm, compute_rhino3d and shapely libraries for the geometric computations. The code is entirely independent of Rhino3D or any software, even though a grasshopper file has been added which can be used to visualize the results if desired.
AndrewNG_ML_Python
A repository containing the solved python notebooks from Andrew Ng's Machine Learning course in Coursera.
Basic_Linear_Logistic_Regression
Basic multiple linear regression using sci-kit_learn on tennis_stats data to predict the possibility of winning based on some parameters.
Deeplearning_Projects
Python notebooks and tutorials from various courses in deeplearning.ai
gradient-descent-variants
My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
MachineLearning_Python_Coursera
The final project for the course Machine Learning with Python on Coursera by IBM.
MobileSAM-in-the-Browser
Demonstration of MobileSAM in the browser enabled through ONNX runtime web
Proforum_2020
My submission for the pro forum 2020. Contains jupyter notebooks and results along with proposal doc.
RevitTests
Scripts to improve small tasks and issues in Revit
rhino-developer-samples
Rhino and Grasshopper developer sample code
rhino.inside-revit
This is the open-source repository for Rhino.Inside.Revit
ultralytics_YOLOV8
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite