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James Collins's Projects

f2017cdcliaison icon f2017cdcliaison

Deliverables and Status reports from CS 6440 Introduction to Health Informatics

f3-eva icon f3-eva

making rust fly: firmware for a quadcopter

f3d icon f3d

f3d, a.k.a. FREEDIUS, a.k.a. the Cartographic Modeling Environment, a.k.a. the Image Understanding Environment. Lisp-based geospatial image analysis.

face-detection-web icon face-detection-web

Single page website for face detection (using face-detection-demo backend) using Polymer

face-expression-recognition-system icon face-expression-recognition-system

The model was trained with a dataset of approximately 40000 images from the Kaggle Facial Expression Recognition Competition https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge/data

faceswap-gan icon faceswap-gan

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

facet_optics icon facet_optics

MATLAB package for calculating intensity profiles for axicons, axilenses, and kinoforms

fairmot icon fairmot

A simple baseline for one-shot multi-object tracking

fairmot-1 icon fairmot-1

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.

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

faitout icon faitout

Give access to volatile PostgreSQL database for unit-tests.

falcon icon falcon

FALCON - Fast Analysis of LTE Control channels

faq icon faq

MetaMask FAQ and Guides

farmbot_os icon farmbot_os

The operating system and all related software that runs on FarmBot's Raspberry Pi.

farmfa icon farmfa

TOTP MFA for enterprise: Shamir's Secret Sharing and zero trust OTP generation

faro icon faro

Face Recognition from Oak Ridge (FaRO) provides a well-defined server-client interface to a some of the best open source face recognition projects on the web.

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