Ihar's starred repositories
autodistill
Images to inference with no labeling (use foundation models to train supervised models).
DeepStream-Yolo
NVIDIA DeepStream SDK 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models
PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
lifecast_public
Open source software from Lifecast Inc for immersive volumetric VR videos and photos.
serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
3D-Machine-Learning
A resource repository for 3D machine learning
Computer-Vision-Video-Lectures
A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
deep_vision_and_graphics
Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.
data-engineering-zoomcamp
Free Data Engineering course!
mlops-zoomcamp
Free MLOps course from DataTalks.Club
computer-science-resources
collection of interesting Computer Science resources
slambook-en
The English version of 14 lectures on visual SLAM.
satellite_forests_generation
Generating forests on satellite images
faces_detanator
High accurate tool for automatic faces detection with landmarks
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning