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Available for Consultation

Available for Consultation

Our Work

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Work

Metric Hive engineers custom Computer Vision and Edge AI agents that detect defects, track assets, and automate safety with >99% precision.

(Portfolio)

Recent Works

people playing ice hockey on stadium

A production-ready tracking system built for the toughest conditions in computer vision: high-speed play, heavy motion blur, and aggressive camera pans.

01

/ 03

Ice Hockey Player Tracking

Ornate building with outdoor cafe seating in sunlight.

Status

Production-Ready

Tech Stack

Custom CV Pipeline

Features

Camera Stabilization

Mask Propagation

Jersey Recognition

Multi-Object Tracking (MOT)

noise
people playing ice hockey on stadium

A production-ready tracking system built for the toughest conditions in computer vision: high-speed play, heavy motion blur, and aggressive camera pans.

01

/ 03

Ice Hockey Player Tracking

Ornate building with outdoor cafe seating in sunlight.

Status

Production-Ready

Tech Stack

Custom CV Pipeline

Features

Camera Stabilization

Mask Propagation

Jersey Recognition

Multi-Object Tracking (MOT)

noise
people playing ice hockey on stadium

A production-ready tracking system built for the toughest conditions in computer vision: high-speed play, heavy motion blur, and aggressive camera pans.

01

/ 03

Ice Hockey Player Tracking

Ornate building with outdoor cafe seating in sunlight.

Status

Production-Ready

Tech Stack

Custom CV Pipeline

Features

Camera Stabilization

Mask Propagation

Jersey Recognition

Multi-Object Tracking (MOT)

noise
aerial photo of football field during daytime

An R&D deep dive into Meta's SAM 3D release. We tested the new "Concept-Centric" architecture on high-complexity American Football scenes to evaluate the distinctions between static scene generation and dynamic body rigging.

02

/ 03

Player 3D Pose R&D

Cover Image

Status

R&D / Prototype

Focus

3D Reconstruction

Features

3D Computer Vision

Biomechanics

Flow Matching

Momentum Human Rig (MHR)

noise
aerial photo of football field during daytime

An R&D deep dive into Meta's SAM 3D release. We tested the new "Concept-Centric" architecture on high-complexity American Football scenes to evaluate the distinctions between static scene generation and dynamic body rigging.

02

/ 03

Player 3D Pose R&D

Cover Image

Status

R&D / Prototype

Focus

3D Reconstruction

Features

3D Computer Vision

Biomechanics

Flow Matching

Momentum Human Rig (MHR)

noise
aerial photo of football field during daytime

An R&D deep dive into Meta's SAM 3D release. We tested the new "Concept-Centric" architecture on high-complexity American Football scenes to evaluate the distinctions between static scene generation and dynamic body rigging.

02

/ 03

Player 3D Pose R&D

Cover Image

Status

R&D / Prototype

Focus

3D Reconstruction

Features

3D Computer Vision

Biomechanics

Flow Matching

Momentum Human Rig (MHR)

noise
grayscale photography of person holding racket

A seamless fusion of sports analytics and AI. This system acts as a "digital referee," utilizing custom optimized models to track the ball, players, and game events in real-time on midrange hardware.

03

/ 03

Padel Game Analysis

Cover Image

Status

Production-Ready

Tech Stack

End-to-End CV Pipeline

Features

TrackNetV3

RTMO (Pose Estimation)

Handedness Detection

Shot Detection

noise
grayscale photography of person holding racket

A seamless fusion of sports analytics and AI. This system acts as a "digital referee," utilizing custom optimized models to track the ball, players, and game events in real-time on midrange hardware.

03

/ 03

Padel Game Analysis

Cover Image

Status

Production-Ready

Tech Stack

End-to-End CV Pipeline

Features

TrackNetV3

RTMO (Pose Estimation)

Handedness Detection

Shot Detection

noise
grayscale photography of person holding racket

A seamless fusion of sports analytics and AI. This system acts as a "digital referee," utilizing custom optimized models to track the ball, players, and game events in real-time on midrange hardware.

03

/ 03

Padel Game Analysis

Cover Image

Status

Production-Ready

Tech Stack

End-to-End CV Pipeline

Features

TrackNetV3

RTMO (Pose Estimation)

Handedness Detection

Shot Detection

noise

(FAQs)

Your Questions, Answered

Helping you understand how we mitigate risk and deploy Edge AI.

Why Metric Hive vs. an in-house Engineer?

How does the process work?

We work in rigid 2-week sprints. It starts with a 5-Day Feasibility Audit (Go/No-Go check). If viable, we move to a 4-Week Pilot to prove the model on your hardware. Finally, we execute Production Deployment with full integration.

Do I need a massive dataset to start?

What hardware do you support?

What if the model isn't accurate enough?

Who owns the Intellectual Property (IP)?

(FAQs)

Your Questions, Answered

Helping you understand how we mitigate risk and deploy Edge AI.

Why Metric Hive vs. an in-house Engineer?

How does the process work?

We work in rigid 2-week sprints. It starts with a 5-Day Feasibility Audit (Go/No-Go check). If viable, we move to a 4-Week Pilot to prove the model on your hardware. Finally, we execute Production Deployment with full integration.

Do I need a massive dataset to start?

What hardware do you support?

What if the model isn't accurate enough?

Who owns the Intellectual Property (IP)?

(FAQs)

Your Questions, Answered

Helping you understand how we mitigate risk and deploy Edge AI.

Why Metric Hive vs. an in-house Engineer?

How does the process work?

We work in rigid 2-week sprints. It starts with a 5-Day Feasibility Audit (Go/No-Go check). If viable, we move to a 4-Week Pilot to prove the model on your hardware. Finally, we execute Production Deployment with full integration.

Do I need a massive dataset to start?

What hardware do you support?

What if the model isn't accurate enough?

Who owns the Intellectual Property (IP)?

Let's Connect

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Speak With an AI Expert

Let's make something happen together

Let's Connect

MacBook Pro turned on

Speak With an AI Expert

Let's make something happen together

Let's Connect

MacBook Pro turned on

Speak With an AI Expert

Let's make something happen together