arief25ramadhan

3d-deep-learning-computer-vision

Various simple 3D Deep Learning and Computer Vision Projects

3d-object-detection

3D Object Detection

Advanced-Lane-Finding

Create a pipeline that annotates lane lines captured by a car's front camera.

arief25ramadhan.github.io

Arief Ramadhan's Portfolio Website

finding-lane-lines-udacity

Identify lane lines in images and videos typical of what is seen by an autonomous car's front camera

lidar-3d-obstacle-detection

Lidar Obstacle Detection using RANSAC, PCA, and KD-tree Cluster

pointnet-classification

Point Cloud Classification with Point Net

segmentation-with-depth-estimation

Implementation of the Paper: Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations

sound-source-localization

Four neural network architectures to classify sound source direction

vehicle-tracking-counting

Vehicle Tracking and Counting Using YOLOv8 and ByteTrack

arief25ramadhan/sound-source-localization

Four neural network architectures to classify sound source direction

arief25ramadhan/segmentation-with-depth-estimation

Implementation of the Paper: Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations

arief25ramadhan/finding-lane-lines-udacity

Identify lane lines in images and videos typical of what is seen by an autonomous car's front camera

arief25ramadhan/vehicle-tracking-counting

Vehicle Tracking and Counting Using YOLOv8 and ByteTrack

arief25ramadhan/3d-deep-learning-computer-vision

Various simple 3D Deep Learning and Computer Vision Projects

arief25ramadhan/3d-object-detection

3D Object Detection

arief25ramadhan/Advanced-Lane-Finding

Create a pipeline that annotates lane lines captured by a car's front camera.

arief25ramadhan/arief25ramadhan.github.io

Arief Ramadhan's Portfolio Website

arief25ramadhan/carvana-unet-segmentation

Implementing U-Net Semantic Segmentation from Scratch for Carvana Image Masking Challenge

arief25ramadhan/coderbyte_ds_a

arief25ramadhan/Face-Age-Gender-and-Race-Classification

Face Age, Gender, and Race Classification

arief25ramadhan/Face-Recognition

Use OpenCV's Haar Cascade and LBPH pre-trained models to build a facial recognition system (real-time via your webcam).

arief25ramadhan/Facial-Keypoint-Detection

Building a convolutional neural network to perform facial keypoint detection

arief25ramadhan/Find-Lanes-Basic

Finding lane lines for self-driving car using OpenCV

arief25ramadhan/Histopathologic-Cancer-Detection

Identify metastatic tissue in histopathologic scans of lymph node sections

arief25ramadhan/image-captioning

Generate caption given an input image

arief25ramadhan/lidar-3d-obstacle-detection

Lidar Obstacle Detection using RANSAC, PCA, and KD-tree Cluster

arief25ramadhan/pointnet-classification

Point Cloud Classification with Point Net

arief25ramadhan/yolo-v3-from-scratch

Create a Yolo V3 from scratch using Pytorch

arief25ramadhan/birds-eye-view-camera

Create birds eye view from camera for self driving car perception

arief25ramadhan/learn-framework

Learn some data science frameworks

arief25ramadhan/learn_modern_cpp

Learning C++ From Univ of Bonn

arief25ramadhan/Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

arief25ramadhan/movie-recommender-systems

Movie recommender systems using collaborative filtering and content-based methods

arief25ramadhan/object-tracking

Implementing Various Simple Object Tracking Methods

arief25ramadhan/Optical-Character-Recognition

Use OpenCV and pytesseract libraries to perform Optical Character Recognition (OCR)

arief25ramadhan/Plagiarism-Detector

Text plagiarism detector created for Udacity Machine Learning Engineer Nanodegree

arief25ramadhan/recycle-bot

Developer Circles December Hackathon

arief25ramadhan/traffic-sign-classifier

Build a classifier that can recognize different traffic signs.

arief25ramadhan/udacity-behavioral-cloning

Train a neural network to drive a car inside a track without getting out of the lane for at least one lap.