Stars
Serve, optimize and scale PyTorch models in production
This project was the part of the competition Identify Characters From Product Images hosted by CrowdAnalytix
Conditional GAN for generating synthetic tabular data.
A collection of design patterns/idioms in Python
⭐️ Companies that don't have a broken hiring process
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
What happens behind the scenes when we type www.google.com in a browser?
The fastai book, published as Jupyter Notebooks
🙃 A delightful community-driven (with 2,400+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python…
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
Program learning to play Flappy Bird by machine learning (Neuroevolution)
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
[ICCV 2019] Monocular depth estimation from a single image
PyTorch package for the discrete VAE used for DALL·E.
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)
A technical report on convolution arithmetic in the context of deep learning
A collection of awesome resources in Human Pose estimation.
Code samples for YouTube APIs, including the YouTube Data API, YouTube Analytics API, and YouTube Live Streaming API. The repo contains language-specific directories that contain the samples.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Create clusters of VMs on the cloud and configure them with Ansible.