melaanya

Anna Berger's starred repositories

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Language:Jupyter NotebookApache-2.044461 294 638

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

NOASSERTION25211 278 34

Grounded-Segment-Anything

Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

Language:Jupyter NotebookApache-2.013662 115 364

tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

Language:PythonMIT10360 154 209

DevOps-Roadmap

DevOps Roadmap for 2024. with learning resources

Apache-2.09813 165 12

MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

Language:C++8341 201 2422

FastSAM

Fast Segment Anything

Language:PythonAGPL-3.06916 55 180

ML-Papers-Explained

Explanation to key concepts in ML

6712 145 8

BentoML

The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!

Language:PythonApache-2.06604 73 1029

YOLO-World

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

Language:PythonGPL-3.03530 33 280

mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

Language:PythonApache-2.03396 47 456

SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

Language:PythonNOASSERTION3060 58 137

LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

Language:PythonApache-2.03038 50 97

co-tracker

CoTracker is a model for tracking any point (pixel) on a video.

Language:Jupyter NotebookNOASSERTION2447 25 66

DiffusionDet

[ICCV2023 Oral] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

Language:PythonNOASSERTION1999 17 110

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

1866 36 6

lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

Language:PythonApache-2.01729 36 521

lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

Language:PythonApache-2.01645 23 359

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

Language:PythonNOASSERTION1421 21 226

perfplot

:chart_with_upwards_trend: Performance analysis for Python snippets

Language:PythonGPL-3.01304 18 44

gdrive

Google Drive CLI Client

Language:RustMIT1237 16 107

reverse-interview

Questions to ask the company during your interview

MIT1152 450

coding-interviews-blog-archive

Разбор задач для алгоритмических интервью в Big Tech

Language:ShellMIT1031 35 2

CutLER

Code release for "Cut and Learn for Unsupervised Object Detection and Instance Segmentation" and "VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation"

Language:PythonNOASSERTION871 15 57