alexander-soare

alexander-soare

BlenderProc

A procedural Blender pipeline for photorealistic training image generation

CBIR

🏞 A content-based image retrieval (CBIR) system

consistency_policy

Distilling Diffusion Policy into consistency models

framework-agnostic-vqe-tutorial

A brief introduction to VQE with framework agnostic code

huggingface_hub

The official Python client for the Huggingface Hub.

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

little_experiments

torchvision_feature_extraction_walkthrough

Walkthrough code for YouTube video https://www.youtube.com/watch?v=QRQBTkCLpFY

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

alexander-soare/framework-agnostic-vqe-tutorial

A brief introduction to VQE with framework agnostic code

alexander-soare/consistency_policy

Distilling Diffusion Policy into consistency models

alexander-soare/torchvision_feature_extraction_walkthrough

Walkthrough code for YouTube video https://www.youtube.com/watch?v=QRQBTkCLpFY

alexander-soare/little_experiments

alexander-soare/huggingface_hub

The official Python client for the Huggingface Hub.

alexander-soare/Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

alexander-soare/alexander-soare

alexander-soare/BlenderProc

A procedural Blender pipeline for photorealistic training image generation

alexander-soare/CBIR

🏞 A content-based image retrieval (CBIR) system

alexander-soare/CohortProject_2020

Open collaboration of the Quantum Bootcamp 2020

alexander-soare/CV-Utils

Just my own CV helpers

alexander-soare/deepmind_rl2021_notebooks

My own Python notebooks to accompany DeepMind's 2021 Reinforcement Learning Lecture Series

alexander-soare/detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

alexander-soare/document-search-engine

alexander-soare/EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

alexander-soare/gym

A toolkit for developing and comparing reinforcement learning algorithms.

alexander-soare/label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

alexander-soare/lerobot

🤗 LeRobot: State-of-the-art Machine Learning for Real-World Robotics in Pytorch

alexander-soare/mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

alexander-soare/mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

alexander-soare/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

alexander-soare/PyTorch-Custom

alexander-soare/pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

alexander-soare/scipy

SciPy library main repository

alexander-soare/UnseenObjectClustering

Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation

alexander-soare/vision

Datasets, Transforms and Models specific to Computer Vision

alexander-soare/Weighted-Boxes-Fusion

Set of methods to ensemble boxes from object detection models, including implementation of "Weighted boxes fusion (WBF)" method.