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Analytic Folk's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

big_transfer icon big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

centertrack icon centertrack

Simultaneous object detection and tracking using center points.

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

detr icon detr

End-to-End Object Detection with Transformers

fairmot icon fairmot

This project provides an official implementation of our recent work on real-time multi-object tracking in videos. The previous works conduct object detection and tracking with two separate models so they are very slow. In contrast, we propose a one-stage solution which does detection and tracking with a single network by elegantly solving the alignment problem. The resulting approach achieves groundbreaking results in terms of both accuracy and speed: (1) it ranks first among all the trackers on the MOT challenges; (2) it is significantly faster than the previous state-of-the-arts. In addition, it scales gracefully to handle a large number of objects.

foolbox icon foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

trackeval icon trackeval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

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