- Announcements & releasesBrainFrame release notes and product announcements.13 topics
- Installation & setupInstalling and updating the BrainFrame server, Docker and the command-line tool, including Windows, WSL2, VMs and offline installs.18 topics
- BrainFrame ClientStarting, using and customizing the BrainFrame desktop client.14 topics
- Cameras, streams & hardwareConnecting cameras and RTSP streams, latency, and hardware such as OpenVINO/HDDL and edge devices.6 topics
- Capsules & algorithmsBuilding, packaging and running VisionCapsules, and bringing your own models (PyTorch, ONNX, YOLO).14 topics
- API & integrationUsing the REST/Python APIs, alerts, Grafana and embedding BrainFrame in other systems.9 topics
- Events, training & communityDeveloper Q&A sessions, seminars, tutorials and community groups.10 topics
- Licensing & productLicenses, pricing, cooperation and what BrainFrame is.4 topics
- Is there a web based BrainFrame-ClientThe BrainFrame Client is currently written in Python and released as an open-source project under the BSD license. It is available at GitHub - aotuai/brainframe-qt: 🧠🖼️ The officBrainFrame Client · 1 reply · 261 views · Last activity Oct 9, 2026
- What does “BrainFrame AI Operating System” mean?What is the relationship between the “BrainFrame AI operating system” and operating systems such as Linux and UNIX? In the narrow definition used in computing, an “operating systemLicensing & product · 0 replies · 62 views · Last activity Aug 3, 2026
- Not able to start v0_29_9_brainframe_linux_client on Ubuntu 20.04v0_29_9_brainframe_linux_client$ bash brainframe_client.sh libva info: VA-API version 1.7.0 libva info: Trying to open ./lib/dri/iHD_drv_video.so libva info: va_openDriver() returnBrainFrame Client · 1 reply · 101 views · Last activity Nov 10, 2025
- ModuleNotFoundError: No module named 'distutils'If you see the following when you run ‘brainframe info’ Traceback (most recent call last): File “/home/workspace/myenv/bin/brainframe”, line 5, in from brainframe.cli.main import mInstallation & setup · 0 replies · 137 views · Last activity Apr 9, 2025
- Brainframe-cli failed: AttributeError: module 'packaging.version' has no attribute 'LegacyVersion'If you see the following error when you run ‘brainframe compose up’, Traceback (most recent call last): File “/home/user/workspace/myenv/bin/brainframe”, line 5, in from brainframeInstallation & setup · 0 replies · 172 views · Last activity Mar 13, 2025
- Docker-compose unexpected keyword argument ‘ssl_version’brainframe compose up returns the following failure, docker-compose --file /usr/local/share/brainframe/docker-compose.yml --env-file /usr/local/share/brainframe/.env up Traceback (Installation & setup · 2 replies · 1,104 views · Last activity Dec 26, 2024
- Questions about Capsule buttonQuick questions, –Why is the capsule button not showing the enable button? –Adding another camera is not working say the input is from the webcam.BrainFrame Client · 5 replies · 358 views · Last activity Jul 17, 2024
- FATAL: database files are incompatible with serverAfter ‘brainframe update’, I have the following error messages when I run ‘brainframe compose up’. The version before upgrade was v0.29.6, the version upgrade is v0.29.6.3 databaseInstallation & setup · 0 replies · 95 views · Last activity Jul 9, 2024
- "brainframe update" FailedWhen I run “brainframe update”, it gives me the following error, BrainFrame:v0.29.6 detected under your installation location, we will replace it with BrainFrame:v0.29.6.3 DownloadInstallation & setup · 0 replies · 164 views · Last activity Jul 9, 2024
- Cannot get alerts after creating a task option via Java我根据Brainframe提供的api BrainFrame API Documentation (aotu.ai)，尝试着用Java的方式请求创建任务选项（前提是视频流已设置），结果无法触发警报；但是我用同一个视频和同一个警报在Brainframe的客户端（BrainFrameClient）直接添加视频流和任务选项，就可以触发警报，这是怎么回事？是我哪里设API & integration · 0 replies · 125 views · Last activity Mar 18, 2024
- Docker version issueIf you encounter docker-compose issue with sudo brainframe install It could be due to the latest change of the docker installation. Try to reinstall Docker. Here’s how you can do tInstallation & setup · 0 replies · 150 views · Last activity Feb 22, 2024
- Missing cashier python api example shows alert from beginning to end of videoHi, I am trying the python api example with the missing cashier video. I am able to run the code successfully but the alert starts from around 1 sec of the video to the end. I openAPI & integration · 1 reply · 187 views · Last activity Nov 20, 2023
- Which algorithm capsules are used for people-flow counting?Hello, which algorithm capsules should be used for people-flow counting?Capsules & algorithms · 1 reply · 401 views · Last activity Sep 7, 2023
- The Detector person and vehicle fast capsule cannot be loadedAfter putting detector_person_and_vehicle_fast.cap into the /var/local/brainframe/capsules directory, the container brainframe_core_1 goes into the restarting state. When the bf clCapsules & algorithms · 0 replies · 242 views · Last activity Aug 2, 2023
- BrainFrameClient won't run — what is the cause?The client is not deodorized, thus may be affected by environment changes on the machine. Please try the following for Windows version. New windows version is broken at the moment.BrainFrame Client · 2 replies · 483 views · Last activity Jul 5, 2023
- Error when starting the Brainframe clientI keep seeing the error and it started today when I want to start the clientBrainFrame Client · 1 reply · 245 views · Last activity Jun 30, 2023
- Origin not allowedMy grafana local host keep showing origin not allowed, what could be the issue?API & integration · 1 reply · 301 views · Last activity Jun 26, 2023
- The technical group's QR codes all say expired — can a new QR code be opened?The technical group's QR codes all say expired — can a new QR code be opened?Events, training & community · 0 replies · 230 views · Last activity Jun 20, 2023
- How to fix picture delay when fetching an IP camera over RTSPI fetch the IP camera picture over rtsp. How can I fix the picture delay?Cameras, streams & hardware · 0 replies · 249 views · Last activity May 19, 2023
- What Python version does BrainFrame use?BrainFrame is currently based on Python 3.6m. To confirm the Python version included in your BrainFrame installation, please run the following commands: Access the BrainFrame contaCapsules & algorithms · 0 replies · 234 views · Last activity Apr 2, 2023
- Does BrainFrame support ONNX, PaddlePaddle?The latest version of the BrainFrame framework includes the ONNX Runtime. If you need any additional modules that are not included by default, you can follow the instructions similCapsules & algorithms · 0 replies · 359 views · Last activity Apr 2, 2023
- I tried to build a YOLOv5 VisionCapsule, but I am not sure if there are any special steps that I need to include in the CapsuleWe plan to release a YOLOv5 VisionCapsule template, but it is not yet available for public download. However, if you have experience with YOLOv5 inference, all you need to do is maCapsules & algorithms · 0 replies · 244 views · Last activity Apr 2, 2023
- I tried using the classifier behavior closeup openvino model, but it didn't detect smoking or drinking behavior. Is there something wrong with my configuration?The neural network model of classifier behavior closeup openvino is trained on a dataset that is clear and visible near the face at a short distance. For other scenarios, you need Capsules & algorithms · 0 replies · 271 views · Last activity Apr 2, 2023
- Want to use alarm to switch on a lightHi all, I am just getting stsrted and could use a little help. I want to use the alarm to activate a light connected to a raspberry pi. Any ideas on where i should start? Do i use API & integration · 1 reply · 316 views · Last activity Mar 31, 2023
- Does BrainFrame support PyTorch?Can I use PyTorch to train my deep neural network and then package in a VisionCapsule? Does BrainFrame support PyTorch framework? Yes, you can use PyTorch to train your deep neuralCapsules & algorithms · 0 replies · 266 views · Last activity Mar 31, 2023
- The Windows client cannot be downloadedThe following error pops up AccessDenied Access Denied 8RHSZVPVK7YC3F4M 5/8UIuriW0ekImPwL+H/iJM1pRPsQYDQktIV/E7oBZHwzj9FVyTbvxXNxX38qKXU3b39KJHvZNg=Installation & setup · 1 reply · 527 views · Last activity Mar 6, 2023
- BrainFrame v0.29.0 is released!We’re very excited to announce BrainFrame v0.29.0! This release concentrates on performance and stability, but has also paved the way for some exciting features in the future. Be sAnnouncements & releases · 2 replies · 534 views · Last activity Dec 1, 2022
- BrainFrame v0.29.3 is released1 What are included Brainframe Smart Vision OS This release v0.29.3 Last release: v0.29.1 Dependencies included: vcap, vcap_utils v0.3.4 (Last release: v0.3.3) gstly v0.3.8 brainfrAnnouncements & releases · 0 replies · 347 views · Last activity Dec 1, 2022
- Problem while running the Brainframe installI have also set the mirror address { “registry-mirrors”: [“https://docker.mirrors.ustc.edu.cn/”] } Waiting online for helpInstallation & setup · 1 reply · 330 views · Last activity Nov 12, 2022
- Path of capsulesHi Vitor, The path of “capsules” is under “var/local/brainframe/”, not “var/snap/brainframe-client”. Regards, ChrisInstallation & setup · 0 replies · 301 views · Last activity Nov 7, 2022
- First installation. Having issues starting up clientHello, I’m new to this world and need help running the server and client. I have installed the server successfully and have also installed the client successfully both on ubuntu. TInstallation & setup · 9 replies · 429 views · Last activity Nov 7, 2022
- Asking about BrainFrame pricing, developer support, offline deployment and the single-machine limitBrainFrame pricing: The developer edition comes as a free edition, a monthly fee, or a one-time fee. You can pay directly on the website, or search for the official dilililabs WeChLicensing & product · 0 replies · 412 views · Last activity Oct 29, 2022
- About the hardware support issueDoes the BrainFrame only support x86 hardwards in edge computing?Cameras, streams & hardware · 3 replies · 793 views · Last activity Jun 22, 2022
- Questions about offline deploymentFollow the instructions of offline deployment, I loaded the docker image successfully, but I cannot use “brainframe compose up -d” after I installed brainframe-cli in a new ubuntu Installation & setup · 1 reply · 413 views · Last activity May 26, 2022
- BrainFrame: Rich Pre-built Algorithm Capsules, No Development Needed, Ready to Use | With the WeChat Technical Group QR CodeYou are welcome to take part in our prize survey on how our product is used (Chinese) BrainFrame survey for EN BrainFrame is a mature AI vision analytics software platform. It is aEvents, training & community · 9 replies · 5,833 views · Last activity May 22, 2022
- Ubuntu 20.04: brainframe-client won't run after installation1. How to solve it please? Thanks.BrainFrame Client · 0 replies · 444 views · Last activity Feb 28, 2022
- Error opening a video stream in the Linux client — what should I do, is anyone there?I can open the rtsp video stream with the VLC software, but with the same address the client cannot open it and shows DuplicateStreamSourceErrorCameras, streams & hardware · 1 reply · 341 views · Last activity Feb 25, 2022
- Problem uploading identities in the v0.29 clientThe version is 0.29 When I go into identity upload and click the folder, this problem appears, as shown in the pictureBrainFrame Client · 2 replies · 614 views · Last activity Oct 15, 2021
- Cannot uninstall ‘PyYAML’ after running sudo -H pip3 install --upgrade brainframe-cliI got this error after running sudo -H pip3 install --upgrade brainframe-cliInstallation & setup · 3 replies · 650 views · Last activity Sep 28, 2021
- Client identity upload error: the client reports '0001_1.jpg Too many detections in image'This error appears when uploading identities. Is a dependency package missing? See the picture.BrainFrame Client · 0 replies · 388 views · Last activity Sep 28, 2021
- Some errors occurred while installing PyTorchI want to use Pytorch in brainframe,so I installed pytorch into the aotuai/brainframe_core:0.28.3 container locally.But some errors occurred.Can anyone give me some advice?Capsules & algorithms · 5 replies · 550 views · Last activity Sep 16, 2021
- Add embedded video from the client to my websiteHello, I wanted to know if there is an option for adding live embedded video of the client to my website. There is a way to do it with the BrainFrame api? if not, can I display it API & integration · 2 replies · 388 views · Last activity Sep 10, 2021
- BrainFrame v0.28.3 is released!We’re all excited to announce the latest release of BrainFrame v0.28.3! Updating If you’ve already installed BrainFrame, simply run: brainframe update Then download the latest clieAnnouncements & releases · 0 replies · 676 views · Last activity Aug 25, 2021
- BrainFrame v0.28.1 is released!We’re all excited to announce the latest release of BrainFrame v0.28.1! Updating If you’ve already installed BrainFrame, simply run: brainframe update Then download an updated versAnnouncements & releases · 0 replies · 380 views · Last activity Aug 5, 2021
- Video File Won't Load in WSL2Hi Alex, Great work! I installed the brainframe server using Ubuntu 20 WSL2 on windows with docker desktop. The installation was successful. Then I run the brainfraom client (windoInstallation & setup · 6 replies · 869 views · Last activity Jul 13, 2021
- No Space in Device for server in a VM using Hyper-V in windowsThis message was copied from this github issue. @AbdelsalamHaa on Github: I faced this issue when I’m trying to install the server side into VM created by Hyper-V The error messageInstallation & setup · 1 reply · 535 views · Last activity Jul 9, 2021
- BrainFrame v0.28.0 is released!We’re all excited to announce the latest release of BrainFrame v0.28.0! For this release we focused primarily on speed and platform optimizations. Updating If you’ve already instalAnnouncements & releases · 1 reply · 695 views · Last activity Jul 2, 2021
- 11. The api/statuses endpointWith the long-lived connection to the api/statuses endpoint, is it possible for face recognition to return the face data once each time a face is recognized?API & integration · 1 reply · 415 views · Last activity Jun 17, 2021
- 'storage_id' and 'vector encoding', 'Image encoding' and 'identity_id'I would like to ask everyone something: what is the format of the parameters passed when calling the ‘/api/storage’ endpoint, and what is the relationship between ‘storage_id’ and API & integration · 1 reply · 457 views · Last activity Jun 16, 2021
- How can we start deeper cooperation? For example, removing the 2-stream limit, customizing the output formatHow can we start deeper cooperation? For example, removing the 2-stream limit, customizing the output format, and so on.Licensing & product · 1 reply · 513 views · Last activity May 24, 2021
- Pipeline with low latency problemhello ~: with blew configuration, I can not connected to my stream… , could u plz help me on it ? stream address rtsp://***:***@192.168.2.252:554/h264 pipeline string: rtspsrc locaCameras, streams & hardware · 11 replies · 997 views · Last activity Apr 28, 2021
- How to confirm whether BrainFrame is running an algorithm on HDDL HardwareThe purpose of this post is to explain in-depth how BrainFrame tries to load OpenVINO capsules. Short Answer: Check the BrainFrame logs for an error of the following format (link tCameras, streams & hardware · 0 replies · 484 views · Last activity Apr 13, 2021
- V0.27.0 Client / An unhandled exception occurred while communicating with the BrainFrame serverbrainframe.api.bf_errors.ServerNotReadyError: None: A network exception occurred while communicating with the BrainFrame server Traceback (most recent call last): File “urllib3/conBrainFrame Client · 1 reply · 520 views · Last activity Feb 26, 2021
- Is there an interface to get the result of preprocessing?Is the preprocessing result stored？ As an application developer，how can i get the result of preprocessing?Capsules & algorithms · 1 reply · 517 views · Last activity Dec 22, 2020
- How can I the get context of the video stream about a frame when the capsule running process_frame?I would get video stream address when capsule running process_frame interface,but I didn’t find the relevant interface or property 有没有微信交流群?留一个！Capsules & algorithms · 1 reply · 557 views · Last activity Dec 16, 2020
- BrainFrame v0.27.0 is released!We’re all very excited to announce the latest release of BrainFrame, v0.27.0! For this release, we focused primarily on robustness. Thanks to the feedback that all of you have provAnnouncements & releases · 0 replies · 569 views · Last activity Nov 17, 2020
- Why do previously triggered Alerts get deleted from time to time?The actual measurement found that the information in the alarm (alert table) generated by the system will be deleted from time to time. It is not sure what the deletion mechanism iAPI & integration · 3 replies · 800 views · Last activity Oct 23, 2020
- OpenVINO™ Online Training (Registration available today!)Hi all, We will be participating in the Intel® Distribution of OpenVINO™ Toolkit Online Training on October 6th, 2020. Our portion of the presentation demonstrate the use of OpenVIEvents, training & community · 0 replies · 479 views · Last activity Oct 2, 2020
- Failed to install vcap library on Ubuntu 18.04.4?installation of vcap and vcap_utils failed on my Ubuntu machine, the error message is: Could not find a version that satisfies the requirement tensorflow-gpu==1.15.2 (from vcap) (fCapsules & algorithms · 1 reply · 587 views · Last activity Sep 10, 2020
- BrainFrame v0.26.1 is released!It’s been a long time coming, but we’re happy to announce that v0.26.1 has been released! This is a massive release with many small and large fixes and features. Please take a lookAnnouncements & releases · 0 replies · 527 views · Last activity Aug 6, 2020
- [7/16/2020 Seminar Homework]Hi all, The following is the homework assignments for the next seminar. Capsule_Tutorials.zip (1.4 MB) There are six sessions in this tutorial: Install brainframe Install a capsuleEvents, training & community · 0 replies · 508 views · Last activity Jul 23, 2020
- The operating system is logged off after the client starts on Ubuntu18.04The operating system is logged off after the client starts on Ubuntu18.04. The server is installed on the same machine. After entering the client directory and exec bash ./run_clieBrainFrame Client · 8 replies · 925 views · Last activity Jul 22, 2020
- Server error "302 Find" and my client cannot connect the serverit shows that the docker is running but my client cannot connect the server, the info is 502 Bad Gateway. the web displayed on Linux is 302 Find. Could anyone please help me?Installation & setup · 13 replies · 1,106 views · Last activity Jul 17, 2020
- [7/16/2020 Seminar Follow-up Material: Capsule Tutorials] Materials and Practice DiscussionAttached are the instructions for the hands-on practice after today's class. If you have any questions, you can discuss them below. Capsule_Tutorials.zip (1.4 MB) The tutorials aboEvents, training & community · 0 replies · 1,056 views · Last activity Jul 17, 2020
- Can not open ClientHi, After I reboot my computer, I have a problem to start the client. Here is the screenshot of the error. Thank you. AndrewBrainFrame Client · 2 replies · 548 views · Last activity Jul 17, 2020
- [7/3/2020 Seminar Follow-up Material: REST API Tutorials] Materials and Practice DiscussionAttached are the instructions for the hands-on practice after today's class. If you have any questions, you can discuss them below. REST API Tutorials.zip (666.5 KB) The tutorials Events, training & community · 0 replies · 867 views · Last activity Jul 3, 2020
- Server Setup Error: Cannot start service databaseHi, I got an error at setting up Brainframe Server. A face a problem to start the server so I decide to reinstall the server. However, I got a problem. Below is my error message. EInstallation & setup · 3 replies · 642 views · Last activity Jul 3, 2020
- Add Features to Existing CapsuleHi, I’d like to add some new features to an existing capsule, is there a way to do that? Or I need to create a brand new capsule?Capsules & algorithms · 3 replies · 610 views · Last activity Jun 29, 2020
- [2020 Session 2 Training Registration + Livestream] Vision AI Analytics Platform / Algorithm Capsule Developer Online Training SeriesDear developer, hello! BrainFrame is an industry-leading vision inference platform, and the first visual, easy-to-use open platform in the industry to adopt packageable, interconneEvents, training & community · 0 replies · 1,001 views · Last activity May 28, 2020
- The client's Alarm Configuration window has empty dropdowns. Why?As shown in the picture, please help. Thanks!BrainFrame Client · 6 replies · 973 views · Last activity May 15, 2020
- Announcing BrainFrame VisionCapsule Zoo: Open Source Capsule Code and Models!Hi all, We’re excited to announce today the open sourcing of the BrainFrame VisionCapsule Zoo: https://github.com/aotuai/capsule_zoo. This repository stores the capsule code, modelAnnouncements & releases · 0 replies · 518 views · Last activity May 9, 2020
- Why am I getting a "LicenseInvalidError"? (v0.25.0)2020-05-06T15:00:00Z When we use the v0.25 server we get the following problem. Here are the details: v0.25 server set up sucessfully We can get the info from some API eg: user infLicensing & product · 5 replies · 664 views · Last activity May 9, 2020
- BrainFrame v0.25.0 is released!We’re all excited to announce that BrainFrame v0.25.0 is now available! Headline features include a new UI for alerts, a better file streaming experience, and new API endpoints. AsAnnouncements & releases · 0 replies · 452 views · Last activity May 5, 2020
- WeChat Technical Support Group 1 (Q&A Summary) | Weekly Developer Q&A: April 29thSorted by date 如 4/26/2020 问题 Issues: Q1: A1: Q2: A2:Events, training & community · 1 reply · 839 views · Last activity Apr 28, 2020
- RSVP: 【Dev ZoomConf 4- 5/21/2020 CST】BrainFrame developer conference & seminarHi all, We will continue our weekly developer conference, seminar, office hour on 5/14, hosted on zoom, organized by BrainFrame team. Here is the goal of the conference Help develoEvents, training & community · 0 replies · 560 views · Last activity Apr 27, 2020
- Weekly Developer Q&A: April 22ndThank you to all of the developers that showed up and asked questions. Below is a rough outline of the questions and answers from the Zoom chat. The questions have been auto-translEvents, training & community · 0 replies · 471 views · Last activity Apr 23, 2020
- How to run the official website Capsule on the clientExcuse me, do you know how to run the official website Capsule on the client. I downloaded two capsules that I don’t see any class names available in the second drop-down when settCapsules & algorithms · 5 replies · 913 views · Last activity Apr 15, 2020
- Error on docker-compose upWhen I run the command “docker-compose up”, it shows ,then my BrainFrame Client can not be opened.Installation & setup · 11 replies · 2,569 views · Last activity Apr 13, 2020
- BrainFrame v0.24.0 is released!BrainFrame v0.24.0 is now available! This is a major release with many exciting changes, so please check it out. Change List The BrainFrame client now has beta support for Windows!Announcements & releases · 0 replies · 448 views · Last activity Apr 2, 2020
- How to use grafanaI want to use grafana to demonstrate the video results. Is there any information on how to configure?Or some document, I can refer toAPI & integration · 3 replies · 613 views · Last activity Mar 25, 2020
- How to add AI camera to BrainFrameI am trying to add SimCam1s AI camera to VisionCapsules runtime environment. What I have done so far includes: Add the metadata containing the results of the deep learning algorithCameras, streams & hardware · 10 replies · 1,248 views · Last activity Mar 13, 2020
- Server Setup Problem: ERROR: Couldn't connect to Docker daemon at http+docker://localhost - is it running?Could you help me to solve this problems? Thanks.Installation & setup · 6 replies · 2,561 views · Last activity Mar 10, 2020
- Question about Customizing the ClientThere is several questions about brainframe ， Could you please give the answer？ Logo customization. Is it possible to customize our logo on brainframe? With regard to integration wBrainFrame Client · 3 replies · 578 views · Last activity Mar 10, 2020
- How to package up a capsule and run it with BrainFrame?Now I have “OPEN_VISION_CAPSULES-MASTER”, “ssd_mobilenet_v1_coco_2018_01_28.tar”, “models-master.zip” What should I do to passage up one capsule, so that I can run with it in BrainCapsules & algorithms · 2 replies · 796 views · Last activity Mar 9, 2020
- BrainFrame: A Powerful, Open, Smart Vision PlatformAs a developer or system integrator of AI vision applications, are you struggling to find an easy-to-use and efficient AI vision solution? Are you unsure about the return on investAnnouncements & releases · 0 replies · 2,520 views · Last activity Mar 6, 2020
- BrainFrame, a powerful, open, smart vision platformAs a developer or system integrator of Intelligent Video Analytics (IVA) applications, are you concerned that you cannot find an easy-to-use and powerful IVA solution? Are you struAnnouncements & releases · 0 replies · 1,002 views · Last activity Mar 6, 2020
- BrainFrame v0.23.2 is released!BrainFrame v0.23.2 is now available! This is a minor release with bug fixes, documentation improvements, and a new experimental feature. Change List Fixed bug where query parameterAnnouncements & releases · 0 replies · 409 views · Last activity Feb 27, 2020
- BrainFrame Client errorError importing local video to Client ，Are there any other requirements for importing local videos? It doesn’t seem to be mentioned in the documentation Error occurs when opening tBrainFrame Client · 15 replies · 1,280 views · Last activity Feb 27, 2020