Release Notes (2024)

v1.66.0

December 24, 2024

• Updates to Renesas targets and RZ/V2H GA

v1.65.4

December 23, 2024

• STM32 N6 default firmware update

v1.65.2

December 21, 2024

• Updates to STM32 N6 firmware

• Fixes for 'shuffled axis, resampled, multiple DSP blocks modifies the impulse'

v1.65.1

December 21, 2024

• EON tuner settings dialog UX fixes

• EON Tuner extend search tweaks

• Update Image DSP in Studio

v1.64.5

December 19, 2024

• Store resampling metadata in json

• Bayesian tuner metadata

v1.64.3

December 18, 2024

• Avoid job_states "version" column limit

v1.64.2

December 17, 2024

• Allow user-defined objective weights for EON tuner Bayesian search

v1.64.1

December 17, 2024

• Updates for Renesas RZ targets

v1.64.0

December 17, 2024

• Fixes for projects with no collaborators

• Release Azure Blob Storage support

• Bayesian tuner warnings fix

• Fixed KeyError exception in import_metrics for certain search spaces

v1.63.3

December 14, 2024

* Display zero padding in the raw data graph in DSP page

v1.63.2

December 12, 2024

• Custom model placement in the firmware memory

• Fix Arduino CLI version check in flashing scripts

• Filter EON tuner runs list to show only the latest run

v1.63.1

December 11, 2024

• EON Tuner - fix mixed types

v1.62.0

December 9, 2024

• Experiments: Column settings modal scrollable

v1.61.37

December 9, 2024

• Use light gray icon for keys copy button

• Add missing space in "split sample into frames" job logs

• Update image input scaling list labels

v1.61.35

December 5, 2024

• CEVA NeuPro Nano profiling tools integration

v1.61.34

December 4, 2024

• Improve performance in large regression projects

v1.61.32

December 3, 2024

• Make latency estimation on BYOM page match deployment page

• Make all initializer clauses explicit for ESP32 conv kernels

• EfficientNetV2B0 grayscale weights

• More OOM fixes for patchcore on large datasets

• Enable Bayesian search without advanced EON tuner experiment enabled

v1.61.31

December 2, 2024

• Sanitize labels/axes properly before passing to Python

• Fix license file in public EI SDK

• Early detect when info.labels file is not valid JSON

• Added 'disableConstraints' and 'disableDeduplicate' to advanced EON tuner config

v1.61.30

November 30, 2024

• Run Patchcore feature extraction on batches and memmap on large datasets

• Fix 'element not interactable' in BYOM tests

• Cut down the size of the DSP Server by a few GB

v1.61.29

November 29, 2024

• Print results function for postprocessing / counting tracking SDK follow-up items

v1.61.25

November 26, 2024

• Patchcore disable debug calculation that causes OOM on larger datasets

• Fix for reshape error in FOMO evaluation

• Modifying __PKHBT patch macro in CMSIS

• Allow setting explicit validation set

v1.61.24

November 25, 2024

• Add 25hz support and C interface to PPG lib

• Python SDK - Bump version to 1.0.18

v1.61.23

November 21, 2024

• Added 19 more datasets to Python SDK

• Spectral Analysis Autotuner V2

• Include owner name when searching public projects

• Update DSP profiling when target changes

• Print results function for postprocessing / counting tracking SDK follow-up items

• Support additional mount points for synthetic data/AI Labeling blocks

• Linux CLI: More descriptive error msgs when unexpected API keys provided

• Add reset to Nordic flashing scripts

v1.61.22

November 19, 2024

• Make .eim deployments searchable by 'eim'

• Remove extra dependancies on model_variables.h from SDK files

• Added support for keras 3

v1.61.21

November 19, 2024

• Make downloadable block outputs available on public project views

v1.61.20

November 18, 2024

• Fix public data explorer

v1.61.19

November 18, 2024

• AI Labeling release

  • Check out the documentation!

v1.61.18

November 18, 2024

• Update ESP NN to add ESP32-P4

• DSP getFeatureMetadata: improve logic to patch missing featureLabels

• Move Linux CLI common code to separate modules

• Expose Vela-compiled model in the dashboard

• Add nxp-imx93-cpu constraints

v1.61.17

November 13, 2024

• Fix OpenAPI generator code for api-bindings/node

• Account for missing size property in downloadable artefacts

v1.61.16

November 13, 2024

• Fix partial DSP with very large projects

v1.61.15

November 12, 2024

• Fix model_compiler issue with flattened input data

v1.61.12

November 11, 2024

• Fix training with Syntiant + noise augmentation

• Require at least 1 sample when starting EON tuner

• Add public badge to organization projects list

• Allow editing bounding boxes directly in the data acquisition grid

v1.61.11

November 11, 2024

• Minor impulse experiments tweaks

• Group download artefacts by impulse

v1.61.9

November 9, 2024

• Fix navbar animation on Chrome

v1.61.8

November 8, 2024

• Minor enhancement allowing inference image as part of IoTCore payload

• Clarify copy around retraining models via data pipeline

• Remove classes/labels from impulse summary to speed up regression projects

• Raw data processing daemon fixes

• Fix patchcore training OOM

• Fix classical ml blocks metrics error

• Map to correct property when sorting on public projects view

• Linux CLI: ArduCam support on RPi 5 with Bookworm OS

• Allow disabling 'Model testing' during versioning

• Move toggle'able items in dropdown lists to checkboxes

v1.61.7

November 5, 2024

• Fix for AWS greengrass usage with silent option

v1.61.6

November 5, 2024

• Add sorting to public projects endpoint

v1.61.5

November 4, 2024

• Download Impulse experiments as CSV

v1.61.3

November 4, 2024

• Add anomaly head profiling to the memory performance

• Implement object tracking/counting in EI SDK

• Fixed undefined exception on reading 'inputBlocks'

v1.60.16

October 31, 2024

• Run batch sample operations on large datasets within a job

• Add support for RPi bookworm & Microchip SAMA7 on Yocto

v1.60.14

October 29, 2024

• Fix prediction positions in fit-long overlay comparison

• Show experiment source (Manual vs from EON Tuner)

v1.60.13

October 27, 2024

• Fix EON Tuner for input type 'features'

• Remove .gitmodules from Alif firmware

v1.60.11

October 25, 2024

• Change "tags" UI in impulse list to be more compact

• Fix raw features order on live classify

• Show ms in validation page if below one sec

v1.60.10

October 24, 2024

• Add `includes' to Arduino library properties

v1.60.8

October 23, 2024

• Fix the numbers by the icons in the EON tuner results for PatchCore

• Data acquisition: small ID column changes

v1.60.7

October 19, 2024

• Ensure samples use DSP block axis order during feature generation

v1.60.5

October 16, 2024

• Implemented batch metadata updates in data acquisition

v1.60.4

October 15, 2024

• Implemented new EON tuner objective selection

v1.60.3

October 14, 2024

• Re-introduce tuner link to left navbar

• Enable YOLOv5 for Himax WiseEye2

• Add a helper function for users to resize matching Studio resize

v1.60.2

October 11, 2024

• Fix regression on YOLOV5 for DRP-AI

v1.60.1

October 10, 2024

• Make HR/HRV block available for all users

  • Check out the announcement blog!

• Add Int8 inference during training of FOMO-AD-Patchcore

v1.60.0

October 8, 2024

• Move all custom block configs to parameters.json

v1.59.6

October 7, 2024

• Adds more grayscale weights for MobileNetV2

• Add multi-label support for SA and specgram autotuner

• Support expanded view in live classification for visual AD result image

• Allow keeping same order when uploading items in the UI

v1.59.5

October 4, 2024

• Release PatchCore for FOMO-AD for Visual Anomaly Detection learning block

  • Check out the announcement blog!

• Better BYOM navigation from dashboard

v1.59.4

October 2, 2024

• Show all available model types on model testing/live classification

v1.59.0

September 30, 2024

• Inform users when new impulse is not visible due to table filters

• Notify users of CSV wizard config before uploading file

• Fix live classification for projects with unused DSP blocks

• Alif: add nproc info for MAC

• Add SD card for BrickML

• Add RAM/ROM estimates in the descriptions for visual AD backbones

• Particle limit status readout during init

v1.58.0

September 19, 2024

• Ambiq Apollo4 integration

• Support all resize methods in object detection overlay

v1.57.18

September 17, 2024

• Tabular data ingestion

  • View the announcement blog!

v1.57.17

September 17, 2024

• Update to Openmv firmware and python scripts

v1.57.12

September 13, 2024

• Improvements to user experience with organization buckets

v1.57.11

September 12, 2024

• Add ability to add tags to impulse experiments

• Add multilabel upload to Python SDK

v1.57.10

September 5, 2024

• Invalidate model testing summary when dataset changes

v1.57.7

August 29, 2024

• Add Syntiant DSP support to EON tuner

v1.57.6

August 29, 2024

• Add resize mode to exports and Linux runner

v1.57.5

August 28, 2024

• Added visual anomaly search space template to EON Tuner

v1.57.4

August 28, 2024

• Add support for multiple learn block in the EON Tuner

v1.57.3

August 27, 2024

• Update Vela compiler to 3.12.0

• Update to sign-up flow

v1.57.2

August 26, 2024

• Show test set accuracy for regression and visual anomaly detection

v1.57.1

August 22, 2024

• Updated full tflite to 2.16.1 and added Mac M1 libraries

v1.57.0

August 21, 2024

• Add support for TAO models (i.e. SSD, RetinaNet, YOLOv3 and YOLOv4) for Ethos Linux inferencing engine

v1.56.15

August 20, 2024

• Added Raspberry Pi 5 as a new target

v1.56.13

August 15, 2024

• Alif new camera support

• Add support for non-timeseries features

v1.56.12

August 15, 2024

• Impulse experiments improvements:

  • Added the ability to create a new experiment when making changes to an existing impulse

  • Added flag that marks an impulse as stale following a change to the dataset

  • Added filtering to Experiments table

v1.56.11

August 15, 2024

• Make an explicit copy button for API/HMAC keys

v1.56.9

August 13, 2024

• Restore CMSIS NN optimizations for M0(+) MCUs for x2 INT8 speedup

v1.56.6

August 7, 2024

• Onnx2tf upgrade

v1.55.1

August 2, 2024

• Add scatter_nd, reduce_any, reduce_all ops

• Fixed EON tuner trials failing when project contains only training dataset and no test dataset

• Fix inference results on Himax WiseEye2 using Ethos

v1.55.0

July 30, 2024

• HD FOMO-AD

• Impulse Experiments

  • This Impulse design overhaul will enhance your model workflows and accelerate your project development cycles by allowing users to experiment with different impulses simultaneously, along with many other upgrades.

  • Check out the feature announcement blog!

v1.54.5

July 24, 2024

• Nicla OpenMV Runtime fix

v1.54.3

July 19, 2024

• Himax WiseEye2 (aka Grove Vision AI Module V2) integration

  • View the documentation!

v1.54.2

July 18, 2024

• Microphone integration for Alif gen2

• Allow custom learn blocks to specify output files

v1.54.1

July 18, 2024

• Python SDK - Add build() function to build impulse

v1.54.0

July 17, 2024

• Release EON tuner regression support

• DSP Autotuner: padding, multi-label fixes + pass sample labels

v1.53.14

July 12, 2024

• Show label options in upload UI when 'unlabeled' selected

v1.53.11

July 9, 2024

• Make the Ethos U55-64 deployment public

• Allow pro users to deploy classical ML

v1.53.9

July 6, 2024

• Alif gen2 IMU integration

• Hide "items" for default dataset pipelines

• Adds HRV and Motion Artifact Removal to HR DSP block

v1.53.8

July 5, 2024

• Retain filename when processing CSV data

v1.53.7

July 4, 2024

• Allow for JPEG images in SNAPSHOTSTREAM and SNAPSHOT mode

• Release Synthetic data tab for pro users

  • Check out the documentation!

v1.53.6

July 4, 2024

• Remove pro tier feature flag and user experiment

• CSV Wizard: add support for one sensor value per row (same sample spanning multiple rows)

v1.53.5

July 2, 2024

• Update Arduino scripts

• Linux CLI: Fix runner downloader for non-jetpack 6.0

v1.53.4

July 1, 2024

• Generate TVM library/EIM as standalone

• Admin panel: jobs list on user, project and organization views

• Fix exception on deployment for FOMO AD and EON RAM optimized mode

v1.53.3

July 1, 2024

• Show exact timestamp in grid view, synthetic data, model testing

v1.53.2

June 28, 2024

• Linux CLI: infer and automatically download for JetPack 6.0

v1.53.1

June 28, 2024

• Remove BETA badge and whitelisting for Microchip SAMA7G54 deploy option

v1.52.13

June 26, 2024

• Fix project search via WL admin API

• Move perfcal graph back to scatter chart

v1.52.12

June 26, 2024

• Memryx aarch64 EIM support

• Add Orin Inference and Build Container for JetPack 6.0

v1.52.10

June 21, 2024

• Think Silicon NEOX® AI SDK & GA100 RISC-V GPGPU

  • View the public release announcement!

v1.52.7

June 19, 2024

• Added latency estimation for Microchip SAMA7G54

v1.51.3

June 11, 2024

• View auto-labeler segment improvements

v1.51.0

June 7, 2024

• Added Visual AD output to Arduino sketches

v1.50.18

June 4, 2024

• Fix wavelet visualization bug

• Increase Jetson deployment memory

• Add RZ/V2L TVM EIM deployment

v1.50.16

June 3, 2024

• Enable EON RAM Optimized mode on Arduino/Particle

v1.50.15

June 3, 2024

• EON Tuner: fix model testing, respect zero padding

• Ensure tooltip targets are specified correctly

• Model testing: Return 'float32' model variant when all blocks are anomaly

• Fix Units of "By Frequency" slider from ms to Hz

• Added yml to ethos pack deployment

• Enable run static impulse in Sony firmware

v1.50.14

May 30, 2024

• Use aligned buffer for Nicla Vision framebuffer (ingestion fix)

v1.50.13

May 30, 2024

• For CMSIS pack also deploy a model.clayer.yml file

v1.50.12

May 27, 2024

• Anomaly block: min. confidence rating resets to 0 every time you train

v1.50.8

May 25, 2024

• Printf float for anomaly

v1.50.6

May 23, 2024

• Add Microchip SAMA7G54 deploy option to studio

• Allow viewing where a segment came from in auto-segmenter

v1.50.4

May 22, 2024

• Launch of the "Professional Plan" pricing tier, designed to bridge the gap between the Community and Enterprise plans!

• Akida Models part of EON Tuner Search Space

• himax-flash-tool: Add support for Grove Vision AI Module V2

• Fix 'this model won't run on MCU' for random forest binary classification

v1.50.1

May 21, 2024

• Ethos pack deployment

v1.49.39

May 17, 2024

• Fix to EON-compiled Ethos deployment

• Properly sanitize labels when passing to Python/C++ code

v1.49.34

May 16, 2024

• Add performance calculation for HRV block

v1.49.32

May 15, 2024

• Fix feature explorer on restored projects

v1.49.31

May 14, 2024

• nRF7002DK Public Release

  • View the Getting Started documentation!

v1.49.29

May 13, 2024

• Use model threshold in mobile client instead of hardcoded values

v1.49.27

May 13, 2024

• More RAM for Seeed Sensecap

v1.49.26

May 10, 2024

• Add an optional mask to org header images

v1.49.25

May 10, 2024

• Improvements for when we copy data from DSP->Learn, when we re-split data

• Various Python SDK fixes

v1.49.24

May 9, 2024

• Reduce resources for admin api/panel

• Reduce mobile client memory consumed

• Add sorting to the project list

• Fix regression y_true values for model testing

• Enable selecting model variant in live classification and model testing

• Add 'save' button to Keras expert mode

v1.49.23

May 7, 2024

• BYOM - Move 'Test sample' up, so it's visible with many classes

v1.49.19

May 1, 2024

• Update Python SDK and Python API Bindings docs

v1.49.16

April 29, 2024

• Print current project in edge-impulse-uploader

• IMU improvement for Syntiant NDP120

• Allow toggling the square mask when training object detection models

• Various performance improvements and bug fixes

v1.49.10

April 17, 2024

• Improved Live Classification and Performance Calibration performance

v1.49.5

April 15, 2024

• Fixed camera color issue for ESP32 Arduino sketches

• Enable the toggling of the anomaly heatmap overlay in visual anomaly detection

• Enabling multiple learning blocks deployment for all Arm Ethos-U accelerators

• Various bug fixes

v1.49.12

April 23, 2024

• Visual Anomaly Detection (FOMO-AD)

  • View the announcement blog!

v1.49.3

April 9, 2024

• Add websocket support to the Python SDK

v1.49.0

April 2, 2024

• YOLOv2 support in Akida inferencing engine

• Multi-factor authentication

• Make the 8 hour org job limit configurable in the UI

v1.48.7

March 27, 2024

• Add multilabel support to Python SDK

• Improvements to resampling algorithm

• Add EON Tuner support to Python SDK

v1.48.2

March 18, 2024

• Public transformation blocks

v1.48.1

March 14, 2024

• WASM SIMD deployment for NodeJS

v1.48.0

March 14, 2024

• Allow White Label admins to delete users

• Jetson Orin

  • View the Getting Started documentation!

• EON RAM optimized (patch-based inference) release. Minimize the RAM usage of the model to enable customers to execute more sophisticated and precise models with the same hardware resources.

v1.47.3

March 12, 2024

• Add support for Image scaling -128..127 for quantized image models

• Make anomaly grid score responsive in mobile client

v1.47.1

March 8, 2024

• Show block name in training settings for custom blocks

• Add display category for organization Transfer Learning blocks

v1.47.0

March 8, 2024

• Default datasets for organization transformations

  • Read the documentation!

v1.46.4

February 29, 2024

• Basler cameras support in Linux CLI

v1.46.2

February 27, 2024

• Classical ML blocks

  • View the announcement blog

• Allow users to transfer expired trial projects to personal workspace

v1.46.0

February 26, 2024

• Allow guest users to access the Datasets view

v1.45.4

February 17, 2024

• Consistent color for bounding boxes

v1.45.3

February 16, 2024

• Adds back microphone support for MemryX

v1.44.5

February 12, 2024

• Add grid view to data acquisition

v1.44.4

February 12, 2024

• Add ability to list/unlist a public project

v1.44.3

February 9, 2024

• Use xterm to render job logs

v1.44.1

February 8, 2024

• RASyn board update

• Speed up project restoration project

v1.44.0

February 6, 2024

• Add TAO integration (YOLOv3, YOLOv4, SSD and RetinaNet) in the embedded SDK

• Improved classification view for object detection projects

v1.43.5

February 5, 2024

• Faster project versioning

v1.43.3

February 2, 2024

• Improve DSP parameters validation before feature generation

v1.42.2

January 20, 2024

• Allow filtering on ID in Data Acquisition

• Add a 'Download source code' option to all custom blocks

v1.42.1

January 18, 2024

• Release Docker container Studio deployment option

v1.42.0

January 18, 2024

• Catch live classification with unsupported data

• EON Compiler Subgraph Support

• TAO SSD support

• Python SDK - Update upload_pandas parameters, update readme and changelog

• Add version information for EI-SDK pack

v1.41.1

January 17, 2024

• Launch VeLO for all enterprise customers

• Add ID column to "Data acquisition"

v1.40.13

January 17, 2024

• Allow import/export CSV wizard config; and allow downloading original file used in CSV wizard

• Added flatten DSP block support to EON tuner

v1.40.12

January 13, 2024

• Updated firmware for Arduino Nano 33

• Add VeLO to EON Tuner and change name of config parameter

• interval_ms should be a positive number, and should not be Infinity

v1.40.11

January 10, 2024

• Show EON Compiler toggle for GMM

• EON Tuner fixes for custom ML blocks + autotuned blocks

v1.40.10

January 10, 2024

• Add OpenMV RT1062 to openmv lib deployment

• Add more logging when sampling_freq missing

v1.40.9

January 9, 2024

• Fix for microphone ingestion for the Arduino Nano

v1.40.8

January 9, 2024

• Enabled camera sketch for Sony

v1.40.7

January 8, 2024

• Fix live classification for existing object detection models

v1.40.1

January 5, 2024

• Add CMSIS package deployment for Keil MDK

• Add Studio version information to model_metadata.h

• Downgrade arduino:mbed_nicla version to 3.4.1

v1.40.0

January 4, 2024

• Add 'Community' to 'Terms of Service' on signup pages

v1.39.4

January 3, 2024

• Generate and show logs for individual EON Tuner trials