Nenad Bozinovic
Projects
TILs
Media
Projects
Projects
Custom Chatbot and DALL-E using OpenAI’s GPT-4
REST API stress testing
Data extraction from PDFs
Hexagonal-puzzle
Comparing Transformers and CNNs on the SpaceNet8 Flood Detection Challenge
Detecting solar panels from satellite images
Image Regression
Pet Breed Classification
Bear classifier
Multi-label classification
Transfer learning
Rock paper scissors
Multiclass image classification
Torchvision, Conversions, Samplers
Binary image classification
Binary Classification
TILs
Cloud
Docker
Kubernetes
GitHub Actions with access to AWS
AWS basics
Manage EC2 via CLI
Creating an Image Pipeline with EC2 Image Builder
Auto Scaling Group
AWS Lambdas with layers and from containers
AWS SQS, SNS, and Kafka
AWS Glue
Application Integration
Hosting a static website via AWS EC2 and Lambda
Host Web App
AWS RDS
Step Function project
Paperspace
Terminal
Environments
zsh
Design Patterns
Creational
Structural
Behavioral
PyTorch
Augmentations
Convolutions
Loss
Metrics
Models
Tensor
Backpropagation
Feature Engineering
Quadratic function fitting
Linear Regression
Python
Logging
Datetime
FileIO
Functools
Pathlib
PIL
PyTest
Regex
Numpy
PyData
copy
module
Set operations
Visualizations
Python General
Parser example
Jupyter
Images
Kernels
Jupyter General
Matplotlib
FastAI
Azure
FastAI
HuggingFace
nbdev
Misc
SQL examples
Git
Latex
OS
Custom domain
Kaggle
Statistics
WSL
Video capture and processing
Labeling
Extract pages from PDF
VS Code
Categories
All
(17)
Projects
Paris Olympics 2024 Medal standings
Data sources for medals (https://lnkd.in/gHCTqBCD) and country stats for 2023 (https://lnkd.in/ggpCHi_i).
REST API stress testing
FastAPI + Locust + Prometheus + Grafana = Killer combo
May 16, 2024
Nenad Bozinovic
Data extraction from PDFs
I learned more about
regex
that I probably wanted to know
May 15, 2024
Nenad Bozinovic
Hexagonal-puzzle
Backtracking algorithm at it’s best
Apr 19, 2024
Nenad Bozinovic
Custom Chatbot and DALL-E using OpenAI’s GPT-4
Streamlit hosted on EC2 with AWS Lambda backend.
Nov 24, 2023
Nenad Bozinovic
Comparing Transformers and CNNs on the SpaceNet8 Flood Detection Challenge
This project explores the SpaceNet8 Challenge, which aims to detect floods caused by hurricanes and heavy rains. We compared a variety of transformer and CNN segmentation…
Jun 18, 2023
Nenad Bozinovic, Adrian Stoll, Naijing Guo
Image Regression
Biwi Kinect Head Pose dataset
Mar 15, 2023
Nenad Bozinovic
Multi-label classification
From
Practical Deep Learning for Coders
book
by Jeremy Howard and Sylvain Gugger. PASCAL 2007 dataset.
Mar 13, 2023
Nenad Bozinovic
Pet Breed Classification
Multi-class classification using FastAI
Mar 9, 2023
Nenad Bozinovic
Bear classifier
Using FastAI
Feb 17, 2023
Nenad Bozinovic
Detecting solar panels from satellite images
Jan 17, 2023
Nenad Bozinovic
Transfer learning
Using pre-trained AlexNet
Jan 17, 2023
Nenad Bozinovic
Rock paper scissors
Multiclass image classification
Nov 20, 2022
Nenad Bozinovic
Multiclass image classification
On a simple image dataset
Nov 10, 2022
Nenad Bozinovic
Torchvision, Conversions, Samplers
On conversions and transforms
Nov 3, 2022
Nenad Bozinovic
Binary image classification
On a simple image dataset
Oct 27, 2022
Nenad Bozinovic
Binary Classification
On Scikit-Learn’s make_moons
Oct 20, 2022
Nenad Bozinovic
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