ashwinjoseph95
Robotics Perception | Computer Vision | Deep Learning | Platform Deployment
Deutsches Zentrum fur Luft und Raumfahrt (DLR)Copenhagen, Denmark🇩🇰
Pinned Repositories
2024
3D-Deep-Learning
3D Deep Learning Tutorials
3D_point_clouds_study
motion_detector
Using OpenCV2 and imutils for creating a motion detector for simple security applications
onnxruntime_demo_ubuntu
A short example for running onnxruntime
pca-classification
Applying feature extraction PCA on wine datset from UCL repository for choosing the two most relevant dimensions and generating confusion matrix
Projects
Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.
swiggy_data_analyzer
Using data in json format from Swiggy Food Ordering App site for getting insights about my entire Order history in the past. Another try in the data science domain.
YogaPoseEstimation
Using Pose Estimation to Judge Yoga Form
ashwinjoseph95's Repositories
ashwinjoseph95/pca-classification
Applying feature extraction PCA on wine datset from UCL repository for choosing the two most relevant dimensions and generating confusion matrix
ashwinjoseph95/Projects
Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.
ashwinjoseph95/Accident-Detection-on-Indian-Roads
Automatic incident detection on Indian Roads using Artificial Intelligence. Model is trained using Tensorflow object detection API. Use of model after training in Python script as well as in Android application is also demonstrated in this project.
ashwinjoseph95/motion_detector
Using OpenCV2 and imutils for creating a motion detector for simple security applications
ashwinjoseph95/address-book-database
address book database in python
ashwinjoseph95/ann
Using artificial neural networks with keras on a dataset for carrying out prediction and evaluating results.
ashwinjoseph95/barcode_decoder
Uploading the python file for reading nad detecting barcode and qr code scanner using zlib library
ashwinjoseph95/Building-Arduino-Robots-and-Devices
MIPT Arduino Devices and Ideas
ashwinjoseph95/catsvsdogs
An image classifier using keras and tensorflow as backend
ashwinjoseph95/cv-tricks.com
Repository for all the tutorials and codes shared at cv-tricks.com
ashwinjoseph95/data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
ashwinjoseph95/face_detector
ashwinjoseph95/handwritten_digits_detection
Building a handwritten digit identification model using KNN in python
ashwinjoseph95/hierarchialclustering
Doing hierarchial clustering on trying to cluster customers on a supermarket based dataset where the optimal number of clusters are found with the help of dendograms
ashwinjoseph95/kmeansclustering
Using K-Means clustering algorithm on a supermarket dataset to classify customers into different clusters after finding optimal number of clusters using elbow method.
ashwinjoseph95/linear_regression_simple
Utilising simple linear regression on a dataset after preprocessing for predicting new values
ashwinjoseph95/miniprojects
ashwinjoseph95/multiobjectdetection
The video object detection model can detect different types of objects simultaneously like car, truck, clock, people,etc using a pretrained model.
ashwinjoseph95/multiple_linear_regression
A very simple linear regression code in python
ashwinjoseph95/navigationdrawer
Creating a navigation bar for an android application.
ashwinjoseph95/randomforest
Using Scikit-Learn library and python to build and tune a supervised learning model by training and tuning a random forest for wine quality and using mean squared error and r2 squared metrics for performance evaluation.
ashwinjoseph95/reviewanalysis
Trying out a analysis of reviews in a tsv file, processing it using different steps like removing stop words, stemming and then prediciting the nature of the reviews and then classifying it into positive or negative based on the words contained in reviews and classifying it using the Naive Bayes algorithm in Python.
ashwinjoseph95/svmonirisdataset
Trying SVM on Iris dataset
ashwinjoseph95/svr_rbf
Implementing Support vector regression on a dataset with RBF kernel
ashwinjoseph95/voice-web
Common Voice: Our responsive web, Android and iOS apps for collecting public voice data.