vsnupoudel

AdvancedCV-Courses

Notebooks from advanced CV courses

Audio-Classification--transfer-learning-and-fine-tuning--Android-application

Developing a application and/or website for snore detection using DeepLearning

audio_recorder_and_player_with_flutter

AwsRedShift

Getting used to AWS Redshift

CarHuman-ObjectDetection-yolov5-training-and-inference

Running YOLO v5 for car and human detection

Document-Classification-using-Doc2Vec

Training Documents using Tags. Predicting both tags and embedding vectors of test document to classify them, and to find the nearest document in train set.

gpt2-ngrams-for-next-word-prediction

Predicting next word using Probability Distribution of Ngrams in Training Corpus. Also added GPT2 fine-tuned implementation recently. Implementation is using R and Shiny Dashboard. This is meant for predicting next words in mobile devices, or emails etc. Python training in NN also attempted

HairSegmentation-using-Semantic-Segmentation

Hair Segmentation using the Deep Learning semantic segmentation approach. Usin UNET ( Deep CNN with pooling and Transpose Convolution (Upsampling) )

Island_Simulation-v2

Object Oriented Programming Exercise fused with Data Science Visualization Exercise in Python. Simulates the migration, reproduction, birth and death of Herbivores an Carnivores in an isolated Island.

snoring_endpoint01

One of the Docker Images has a fine-tuned Yamnet-tensorflow model that serves predictions. Other containers are for uploading audio files and sending a request to the previous container for prediction. If prediction comes out as true, the said audio file is redownloaded again for futher analysis of the audio by a doctor.

vsnupoudel/gpt2-ngrams-for-next-word-prediction

Predicting next word using Probability Distribution of Ngrams in Training Corpus. Also added GPT2 fine-tuned implementation recently. Implementation is using R and Shiny Dashboard. This is meant for predicting next words in mobile devices, or emails etc. Python training in NN also attempted

vsnupoudel/Audio-Classification--transfer-learning-and-fine-tuning--Android-application

Developing a application and/or website for snore detection using DeepLearning

vsnupoudel/AdvancedCV-Courses

Notebooks from advanced CV courses

vsnupoudel/AwsRedShift

Getting used to AWS Redshift

vsnupoudel/beam

Apache Beam is a unified programming model for Batch and Streaming data processing.

vsnupoudel/BigQuery_Extract_and_Load_from_Public_API

Extract and load data into bigquery in GCP from public API

vsnupoudel/CarHuman-ObjectDetection-yolov5-training-and-inference

Running YOLO v5 for car and human detection

vsnupoudel/Document-Classification-using-Doc2Vec

Training Documents using Tags. Predicting both tags and embedding vectors of test document to classify them, and to find the nearest document in train set.

vsnupoudel/FlaskAppForCsv

End to End implementation for a Flask App in Google Kubernetes Engine. The Notebook has EDA, model selection and training for a unclean structured text data. DNN and Combination of PCA and RandomForest is used for classification.

vsnupoudel/snoring_endpoint01

One of the Docker Images has a fine-tuned Yamnet-tensorflow model that serves predictions. Other containers are for uploading audio files and sending a request to the previous container for prediction. If prediction comes out as true, the said audio file is redownloaded again for futher analysis of the audio by a doctor.

vsnupoudel/crud-app

❄️ A simple and beautiful CRUD application built with React.

vsnupoudel/dj4e-samples

Django For Everybody Sample Code

vsnupoudel/Flask

Files from flask project for later reference

vsnupoudel/JSON2YOLO

Convert JSON annotations into YOLO format.

vsnupoudel/laravel-todolist-api

vsnupoudel/machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

vsnupoudel/microservices-python

vsnupoudel/mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

vsnupoudel/MlOps_Deploy

vsnupoudel/monolith-to-microservices

vsnupoudel/numpy

The fundamental package for scientific computing with Python.

vsnupoudel/python-aiplatform

A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.

vsnupoudel/RandomAssignments

Jupyter notebooks on Machine Learning, Deep Learning, Data Visualization.

vsnupoudel/react-confetti

Confetti without the cleanup.

vsnupoudel/Robot-OS

vsnupoudel/snoring_endpoint

vsnupoudel/TimeSeries-SARIMA-vertex

vsnupoudel/Vertex-AI-EndtoEnd

Churn Model - Training- Deployment - Iteration 1

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