Prophesee Metavision Intelligence Suite Machine Learnins MACHINE LEARNING

Build your complete Event-Based Machine Learning detection pipeline with Prophesee’s Metavision® Intelligence Suite

 

Starting with access to the extensive and real-sequence data set that Prophesee has created over the past four years, you can use a wide variety of tools to guide the development of neural network models, run inference on Event-Based data for object detection and tracking, as well as optical flow estimation – all optimized for Event-Based Vision.

Easily Train your own Event-Based Neural Models with or without Event-based data, thanks to our tailor-made training pipeline and Frame2Event simulator.

TRY

New to Event-Based Vision and want to try before you buy? Download ESSENTIALS a free evaluation version of Metavision Intelligence suite. Experience all key features, without time constraints.

BUY

Get the full PROFESSIONAL experience with a licensing plan designed to support your business strategy.  Access to our support helpdesk, advanced add-ons and source code. 

MACHINE LEARNING – WORLD’S LARGEST HD EVENT-BASED DATASET

Our model, spotlighted at NeurIPS 2020, outperforms by a large margin feed-forward event-based architectures.

Comparable performance to o RetinaNet-50 on 1 Mpx grayscale images, but with a 27% smaller model and superior generalization ability under challenging lightning condition.

25M Bounding Boxes

15H Recording

1MP Resolution

START WITH YOUR EXISTING IMAGE-BASED DATA

Bridge frame-based and event-based worlds with our Event Simulator. Generate synthetic data to augment your dataset, and partially reuse existing references.

Off-the-shelf, ready-to-use Event simulator

RUN YOUR DETECTOR

Unlock the potential of Event-Based machine learning, with a set of dedicated tools providing everything you need to start execution of Deep Neural Network (DNN) with events. Leverage our pretrained automotive model written in pytorch, and experiment live detection & tracking using our c++ pipeline. Use our comprehensive python library to design your own networks.

Pretrained network trained on a 15h and 23M labels automotive dataset 

Live detection and tracking @100Hz

TRAIN YOUR MODEL

Train your own Object Detection application with our ready-to use training framework. Experiment with multiple pre-built Event-Based Tensor representations, and training network topology suited for event-based Data.

4 pre-built tensor representation 

Automated HDF5 dataset generation 

Comprehensive training toolbox, including Tailor-made preprocessing, DataLoader,  NN architecture, visualization tool and more

PREDICT OPTICAL FLOW

Predict optical flow from Event-Based data leveraging our pretrained Flow Model, customized data loader and collections of loss function and visualization tools to set up your flow inference pipeline.

Self-supervised Flownet architectures 

Lightweight model

TRAIN YOUR OPTICAL FLOW MODEL

No ground truth ? Leverage our self-supervised architecture. Train your Optical Flow application with our custom-built FlowNet training framework. Experiment with 4 pre-built Flow Networks tailor-made for your Event-based data. 

Comprehensive flow training toolbox, including different network topologies, various loss functions and visualization mode

EVALUATE YOUR EVENT-BASED NETWORK

Evaluate your detection performance with our Object Detection KPI toolkit in line with the latest COCO API.

mAP, mAR and their variants included

TRY

New to Event-Based Vision and want to try before you buy? Download ESSENTIALS a free evaluation version of Metavision Intelligence suite. Experience all key features, without time constraints.

BUY

Get the full PROFESSIONAL experience with a licensing plan designed to support your business strategy.  Access to our support helpdesk, advanced add-ons and source code.