Anytime I try to go to I get ERR_NAME_NOT_RESOLVED , which I believe is a DNs/firewall issue. 2 seconds per image. I've been running BI with DeepStack (and AI_Tool) for 6 months or so, and it has been working great. Yeah DeepStack with the custom models work for my purposes, but I'm totally cool with BI looking to incorporate other methods as one may turn out to be better. However, looks like I am getting sub 110ms with the T400 GPU on a single model- compared to 250-300mb on the i7-11700k on the single. Stacking. You will need a computer with a decent amount of RAM available,… Just released v0. However, once in a while DeepStack/AiTool will crash and cause my "server" to bluescreen. The way you set it up - is exactly the same as with a deepstack instance, just point the API endpoint to your coral API instead. This repository provides a custom DeepStack model that has been trained detecting ONLY the USPS logo. 4. The AI solved each mini game on the fly, working. 2. Alternatively a custom object detection model can be used. The machine still has to learn how to more accurately handle scenarios where the rules of the game are not known in advance, like versions of Texas Hold ‘em that its neural networks haven't been trained for, he says. In an effort to simplify my setup, i wanted to try the direct integration (without AI_Tool) since it seems that some of you have had success with it. But when setting it back to use main stream if available even on DB Only, it still cant handle doing more than 3 images on the same camera. 4 to . I had a small atom intel pc spare (emmc memory) 4gb - threw debian on it and installed deepstack. Face Registration¶. After DeepStack is installed, you must configure Blue Iris. I've noticed on windows deepstack wants at least 12gb of ram. As a result, I just upgraded to BI 5. The only downside I have found is that the Jetson version. installed; started with the Detection API selected; on the correct port and not not the same port Blue Iris or any other service on this pc uses; activated; can be reached by typing in the Deepstack URL from AI Tool settings into a web browser. The GPU version will use a NVIDIA GPU if installed. November 20 – December 24, 2023. This one is more. There is no cost for using Deepstack and it is fully open source. The main BI settings / AI tab has the Deepstack start / stop button showing "stop" indicating I've started it. Check out all the winners here. DeepStack Server. Support for Plate Recognizer’s Make/Model/Color analysis for cars. 1. Deepstack works fine when running manual (using. It is the first computer program to outplay human professionals in this game. Losing. Object Detection¶. At the same time, I also found that more images fed into Deepstack, the better the results. exe to run it. The default one that I am always on to watch and record my cameras in 1080p, and a second view where the cameras are in their reduced. Our team at DeepQuest AI is glad to announce that DeepStack is now open source and the source code is now available on GitHub. Deploy the trained model to DeepStack and start sending images to it. Install the Deepquestai/Deepstack (Tag: noavx or cpu-x3-beta) image and obtain. Wanted to make sure that Deepstack was running on the main network NIC. Tried rebooting and such. exe if necessary. DoubleTake = This is what ties in all of the above together. My Blue Iris system is a i7-6700 @ 3. Mar 31, 2021. I had a small atom intel pc spare (emmc memory) 4gb - threw debian on it and installed deepstack. 0 and 1. You will need a computer with a decent amount of RAM available,…DeepStack is an AI server that empowers every developer in the world to easily build state-of-the-art AI systems both on premise and in the cloud. HASS-Deepstack-scene. So I spent a bunch time optimizing. DeepStack is an exciting open-source technology for recognizing objects, scenes and faces. DeepStack handily beat 10 of the 11 with a statistically significant victory margin, and still technically beat the 11th player. 1 Release. About Deepstack Technologies. This used to be port 80, but I thought some conflict. 09. These are configurable parameters for my deepstack-object integration, so it is useful to have an app to explore. Blue Iris is trying to starts up server. Service manager updated for stability including the ability to task kill BlueIris. Speed modes have been introduced to allow you easily tradeoff performance for accuracy. OTOH, a 6 ft tall person at 100 ft away is no more than 700 pixels. Deepstack does have a dark training set that may help with night. However, understanding the deep stack poker strategy is very important for. BTW, if you want to test whether the custom model is working you can issue a curl command in a command window on your BlueIris machine. #1. I gave also. That same unRAID box is running a bunch of other stuff, including other VMs, Plex, *arr suite, etc, and that same GPU is used for Plex transcoding and a few other things. sudo docker run-e VISION-FACE = True-v localstorage: / datastore-p 80: 5000 deepquestai / deepstack. jpg images from Frigate's API. . g. Complete schedule and details for DeepStack Championship Poker Series 2023 at Venetian in Las Vegas, NV, including registration times, buy-ins, blind structures, starting chips, prize pool guarantees and. $1,600 NLH MSPT $300K GTD. 1. Agent DVR uses AI object detection to apply an intelligent filter to alerts to reduce the number of false alert events to near zero. You will need a computer with a decent amount of RAM available,… Hi, I am running deepstack in a docker on Proxmox and HA in a VM. I put together a quick guide on how to accomplish this. Using deepstack GPU my CPU averages 6-7% and GPU is 1% and I have dual streams with 6 X reolink 5MP cameras live. Now held on the Las Vegas Strip at the Horseshoe and Paris Casino, the series will feature 95 live gold bracelet events and 20 online bracelet events. It took place from May 30-July 18 at the Horseshoe Las. DeepStack is device. DeepStack on Arm64 Servers¶ The standard arm64 DeepStack image above is targetted towards lower power arm64 devices, there is a accuracy tradeoff. 00 and 1 if applicable. Oct 10, '23 - Nov 04, '23: 2023 Big Poker Oktober: Parkwest Bicycle Casino Bell Gardens, CA2023 DeepStack Extravaganza IV. Date Time Event # Event Name Structures Results; Monday, October 2, 2023: 11:10 AM: 1: $400 NLH Epic Bounty $20K GTD (1Day) $100 Bounties to start / $500 Bounties in the money; View:Massive CPU reduction so installed and setup DeepStack 5. •. AI. Basic Parameters-e VISION-FACE=True This enables the face recognition APIs, all apis are disabled by default. python docker home-automation machine-learning face-recognition face-detection home-assistant object-detection fastapi deepstack Updated Oct 19, 2022; Python; masterai-top / MasterAI-1. With over 3. 9. pt for ExDark from this GitHub release. and its wholly-owned subsidiary, Deepstack Technologies, LLC (collectively, “Deepstack”) for. The built-in model contains thousands of samples. This is also the location where you can add or remove the type of objects you’d like to detect. 28. success: Deepstack call status. Learn how to install and configure Blue Iris, a local NVR security camera software, with Deepstack object detection integration. Basic Parameters-e VISION-FACE=True This enables the face recognition APIs. Hi all I just published a custom component for face and object (e. But keep in mind, I don't think that's DOODS so much as it is tensorflow. The Model was trained on the ExDark dataset dataset. I have been running 14 out of 16 cameras through DeepStack integration for the last year using the AI Tools integration without any real issues to almost eliminate false triggers like shadows, bugs, and bushes blowing in the breeze. It got really bad (30k ms+) with multiple cameras simultaneously triggered and sometimes got to the point where Deepstack analysis actually timed out. For clarity, we will describe its operation in the game of HUNL. 1. May 11, 2021. Think the 3 main parameters are. I recently took the time to configure Deepstack GPU with BI and it is fantastic. Therefore don’t expect to run this on a pi, but a spare laptop should do. Double Take Unified UI and API for processing and training images for facial recognition. 265 but decided to setup a dedicated BI box with the 4gen CPU, I could change back to H. Starting DeepStack. I'm not sure I expected this for the CPU version, but the data is convincing. DeepQuest AI is proud to announce the release of DeepStack, the world first offline-capable AI server that provides state-of-the-art APIs on-device and on-premise with: 100% data privacy. The Standard edition provides 12GB memory, 110 teraflops performance, a 4. NL Holdem. 168. In the AI tab under the Blue Iris Settings "Use custom models" still has a check but the input is blank. The false positives at night are. by BBK » Sun Nov 07, 2021 12:23 pm. Run DeepStack on a separate computer, both computers appeared to be talking to one another but like above would not show anything was being analyzed inside BI 3. I also have a Quadro nvs 420 laying around but I'm guessing that will fall under the same "too old" category. Does the deepstack container need permission to speak to the agentdvr container somehow?DEEPStack-RBP can learn the relationship between the features and the labels in the layers of the architecture. mlody11. Using the settings 'Use main stream if available' and 'Save DeepStack analysis details' increased the GPU version processing time by roughly 20%. 5. The trio all used to work at IBM and in 2017 they developed an AI called DeepStack. I agree, if you're happy with the results from CompreFace, then there's not much value in running DeepStack. DeepStack. Next, in the Trigger tab, select Artificial Intelligence and ensure that CodeProject. Home Assistant custom component for Deepstack object detection. Navigate to this URL: Click the Download CPU Link for Windows. 4 DeepStack-Installer-GPU-2021. DeepStack is an open-source AI API server that empowers developers, IoT experts to easily deploy AI systems both on premise and in the cloud. (Please note that. 36 $2,500 NLH DeepStack Championship Day 2 Restart 11:00 AM Trophy + Gold Coin Sunday June 25 38 $1,600 NLH Seniors Day 1B (2Day) Must be 50+ years of age to participate 10:10 AM 4:55 PM $750,000 40,000 40 Trophy + Gold Coin 36 $2,500 NLH DeepStack Championship Day 3 Restart 12:00 PM Trophy + Gold Coin Monday June 26Commenting on the acquisition, Jared Wolff, the President and Chief Executive Officer of the Banc of California, said: “The acquisition of Deepstack expands our business into payment processing and furthers our strategy to grow fee-based income in a scalable and meaningful way. Once that is working correctly, you can add custom models. DeepStack-Installer-CPU-2022. Next, open up the Blue Iris application in Windows, open the settings and go to the AI tab. On your machine with. DeepStack may be used for object classification to confirm alerts containing. Viseron Viseron is a self-hosted NVR deployed via Docker, which utilizes machine learning to detect objects and start recordings. Create a folder on your machine and move the model to this folder. By itself, the Coral is not great for reading the streams as a whole. To use this API, you need to set VISION-DETECTION=True when starting DeepStack. deepstack --MODELSTORE-DETECTION "CUsersMyUserDocumentsDeepStack. The steps to creating your custom model API are as below: Collect 100s of sample images of the object (s) you plan to detect. 5MB L2 cache, and 3,072-bit memory bus. How it doesn't keep up is beyond me with 16 cores / 32 threads, but anyways, lets talk about my use case and why this works. To improve the chances of finding a match, the processing of the images will repeat until the. This. DeepStack-Security-Camera-Models ¶. Las Vegas, Nevada (July 4, 2023) - The World Series of Poker is live, once again, running from May 30th to July 18th. Proxmox-VM with up to 8C/16T Zen1 host and up to 16GB (out of 32GB) provisioned RAM. First, download the latest version of DeepStack for Windows for CPU or GPU (depending on how you use it). Then edit a camera and go to the Facial Recognition tab:I'm running Deepstack (GPU version) in a Docker Container on the same host, so the VM and the container are talking over 10Gig since it's all within the same physical box. Solution: make a copy of deepstack. There is also a Download link for Nvidea GPU's, if you'd like to offload the AI detection on your graphics card instead. Having 4K or 2K cameras has no real effect other than increasing CPU load to downsize the images used for processing in AI. If yet to join, do join the forum, we would be happy to hear from you. VviFMCgY. 一款部署于本地的AI识别（可识别多种物体，人、车、猫、狗等）以及摄像头事件监听等强大功能的开源框架. 6. I took a break from my DeepStack Custom Model project and started work on a DeepStack LPR solution. Run deepstack-ui with Docker . normally about 500ms. Picks it up at the front garden though (albeit. In this paper, a new method called DeepStack-DTIs is proposed to predict DTIs. io. If you normally raise to 4 big blinds, raise to 4 big blinds. The first output always contain all predictions made by the Object Detection API. DeepStack Forum. 0)will be available before the end of 1st Quarter of 2019 . pt file inside /models folder. alpr : License Plate Recognition with OpenALPR. Both the docker and native Windows server are accessible by the machine running BlueIris. The Deepstack page also says you can start deepstack with command like I have below: deepstack --VISION-SCENE=True --VISION-DETECTION=True --VISION-FACE=True --PORT 80 However, I have Blue Iris start DeepStack and it has "Default Object Detect" checked (which I'm thinking would be VISION-DETECTION=True if starting from a shell). Still, I had to throw 4 vCPU's at it to prevent bottlenecking in worst case conditions. Thank you to #Go. AI Server and Blue Iris, including topics such as setting up CodeProject. More than $2. 0. Originally I was on the latest of both. Once I took deepstack off my BI VM at 16gb hangs at 40% utilization. Once downloaded, double-click the . 2-3. cc For the purpose of this. Ready for coding with a real example? In the next minutes I will show you how to easily build ensembles with DeepStack using the CIFAR-10 dataset. Nov 14, 2021. He has not but suggested that “to action lower confidence levels than 50% makes no sense”. 3 seconds and deepstack runs through them very fast with my i7 7700 32GB ram dell tower. Setting Up DeepStack. Deepstack is a service which runs in a docker container and exposes various computer vision models via a REST API. image266×933 15. 1 Poker info source. UK. 1 - 10 Dec 2023. I have been running 14 out of 16 cameras through DeepStack integration for the last year using the AI Tools integration without any real issues to almost eliminate false triggers like shadows, bugs, and bushes blowing in the breeze. Deepstack is a service which runs in a docker container and exposes various computer vision. I would also get lots of temp files from Deepstack which ended up filling up my SSD to the point windows stopped working. You configure Agent DVR as usual with a motion detector/ alert configuration and then. Installing DeepStack is a very simple process thanks to the magic of Docker and WSL 2. Proxmox-VM with up to 8C/16T Zen1 host and up to 16GB (out of 32GB) provisioned RAM. The Blue Iris log file shows how long it took DeepStack to analyze a frame and what it saw in the frame: 0 2021-05-18 4:32:00. r/BlueIris. And if you're using the lite model I highly encourage you to try the other one. The way I understand the AITools works with this is: 1 - Send image from BI trigger to Deepstack. . The series was a. Deepstack tournaments are associated with many more poker hands, and these contests go on for a much longer period of time. Alarm data input and stability updates for Foscam 862x and compatibles. deepstack analyzing upto 5 snapshots per second (in both ai tools and official BI integration). Deepstack will of course trigger a confirmed alarm as its people I want to detect, just not people triggering outside my set zones. DeepStack is the first theoretically sound application of heuristic search methods—which have been famously successful in games like checkers, chess, and Go—to imperfect. Processing times went from approximately . So far, I have tried running DeepStack in a docker container in UnRAID and when that didn't work I tried the Windows version of the server in order to "simplify" things. Docker CPU deepquestai/deepstack:cpu-2021. exe, RAM usage is around 4. 09. jpg and latest. 1 Release. That's literally all there is to it!The Deepstack CLI window tells me I'm running version 2021. My Nano is at IP address 192. In your case, you have C:\Deepstack\MyModels. Follow the steps below to install DeepStack on a Jetson device. 受坛友指引，发现了deepstack这个本地的图像识别系统，于是倒腾了一下子，感觉还是可以玩一下的；第一，系统是永久免费；第二，所有的数据都是本地的，识别速度也还可以，基本在0. I run a p400, returns a 4mp image analysis in about 150ms. The DeepStack Championship Poker Series ran from May 22 to July 31 and featured nearly $14 million in guaranteed prize pools across dozens of events at Venetian Las Vegas. More specifically, it uses DeepStack as an AI to intelligently identify objects in still (. 0 det_prob_threshold: 0. You signed out in another tab or window. sudo docker run -e VISION-DETECTION. When the frigate/events topic is updated the API begins to process the snapshot. AI times would be in the 1000-3000ms then eventually 10000ms+. person) detection using Deepstack, which runs locally in Docker and costs you nothing. image_processing: - platform: deepstack_face # deepstack的ip地址 ip_address: 192. Running DeepStack analysis on the sub stream may provide better accuracy in regards to object / motion overlap. This made it a little better, didnt see a T+0 but saw it at +66msec or lower vs +2000 or more we seen before. DeepStack is theoretically sound, produces strategies substantially more difficult to exploit than abstraction-based techniques, and defeats professional poker players at HUNL with statistical significance. View. at the begining I was trying to run in against my windows deepstack that I have for my blue iris setup but I don’t see any. This means that players will face higher blinds and antes much more quickly than in other tournaments. Below are my camera settings. Irish Poker Open 2024, Dublin. Agent DVR uses AI object detection to apply an intelligent filter to alerts to reduce the number of false alert events to near zero. Ultimately I stopped using in favor of deepstack because after running them side by side I was getting more false alerts with doods. Supported platforms are: Linux OS via Docker ( CPU and NVIDIA GPU support ) Mac OS via Docker. Powershell output. I vaguely remember reading it had to be GTX 900 series and above. 2 Working well. Created by: MikeLud. These images are passed from the API to the configured detector(s) until a match is found that meets the configured requirements. DeepStack Extravaganza II Poker Tournament April 3 – May 21, 2023. •. Once done, cross your fingers and maybe it'll work!Using DeepStack with NVIDIA Jetson¶ DeepStack GPU Version is available for the full range of Jetson Devices, from the 2GB Nano edition to the higher end jetson devices. When the container starts it subscribes to Frigate's MQTT events topic and looks for events that contain a person. DeepStack is an AI server that empowers every developer to easily build state-of-the-art AI systems both on premise and in the cloud. DeepStack does not install itself. 28. DeepStack. Learn how to install, configure and use. Train your custom model using the Colab notebook provided in this documentation. i have one container with homeassistant with mqtt broker. DeepStack Extravaganza IV Poker Tournament November 20 – December 24, 2023. 0 works with almost any IP/network camera and adds artificial intelligence designed to identify security related pictures. Plate Recognizer ALPR configuration has been moved to the new Settings AI page. normally about 500ms. In a study involving 44,000 hands of poker, DeepStack. 5. Recreational players, all the way to professionals, sharpen their skills in these Las Vegas poker tournaments. It finds me tv every time on the street. The solution is made up of two Python scripts the first script crops and rotates (if needed) the license plate. Next uncheck "use high resolution" in the AI configuration tab of each camera. # detector settings (default: shown below) detectors: compreface: url: # recognition api key key: # number of seconds before the request times out and is aborted timeout: 15 # minimum required confidence that a recognized face is actually a face # value is between 0. Deepstack used to take about 100ms to process alerts in Blue Iris. You switched accounts on another tab or window. DeepStack Extravaganza III Poker Tournament August 28 – October 1, 2023. deepstack trainer is a Flask powerd, easy to use web app, hepls us to train and test Deepstack AI python docker home-automation machine-learning face-recognition face-detection home-assistant object-detection fastapi deepstack Think the 3 main parameters are. Next step is to consider a CUDA capable graphics card and install the GPU version of DeepStack. 我是在黑群晖. DeepStack AI Server is an easy to install and integrate AI server that provides fully offline APIs to build better and improved digital products, software systems and automation with maximum. I switched over from DS to CodeProject a few months ago because people were reporting faster detection times. Remember, sensor sizes are fractions, inversely proportional. 06 support. Deepstack returns the detections to sssAI, which then draws boxes on an image and stores it in a capture directory. + real - time images: is one of key parameter used to have 5 didn't work so increased to 10 and deepstack is able to flag person detection. View attachment 86300If the DeepStack API returns an object and is over 50% confidence, trigger the camera via Action Rule webhook. DeepStack is free to use and it is fully open source. 9. To do that via the command line pass in "-e VISION-FACE=True". Cancelled alerts say DeepStack -1. Introduction. The Deepstack API is a free to use AI that can identify objects, faces and more. I have BI to take fast repetitive snapshots when it triggers so it has a better chance. I've enabled zones for both cameras (Zone A) covering everything, so we'll see how that goes. DeepStack Server - This is the server part of artificial intelligence, which will allow you to recognize faces and objects, and you can also create your own custom models. The deepstack-ui is designed to be run in a docker container. X86主机. Deepstack’s client-centric technology platform will enable. 0 was just released and it feautres Authentication for the frontend. This is an updated post to my previous one on BlueIris and Deepstack. DoubleTake = This is what ties in all of the above together. m. #2. This integration adds an image processing. Hi all I just published a custom component for face and object (e. 请教deepstack-object跟deepstack-face不能同时一起配置的 么？我只能配其中一个，两个一起配上去，它们两个就都不工作了。 Problem: AI tool does not reach Deepstack 1. Install. With an additional client or a lot of alerts, my CPU can easily hit 100% and dataDeepStack is free to use and it is fully open source. Learn how to install and use DeepStack CPU and GPU version on Windows 10 with NVIDIA GPUs. GPU + Deepstack + Blue Iris = Amazing. Download links, custom models, speed modes, API and admin keys are provided. also frigate can you use the Google Coral TPU (an AI accelerator) for. DeepStack’s victory as analyzed by AIVAT was 486 milli-big-blinds. It provided faster results and overall used less CPU. The promises of Artificial Intelligence are huge but becoming a machine learning engineer is hard. 3. The 2023 World Series of Poker was the 54th edition of the World Series of Poker (WSOP), a series of poker tournaments. . I'm going to try running them side by side and see what happens. 2 Million in guaranteed tournament prize pools. deepstack --VISION-DETECTION True --PORT 83. Daytime uses the deepstack AI detection and nighttime I use the built-in Blue Iris motion detection as before. Support for new Google FCM push notifications. DeepStack-Security-Camera-Models ¶. The Titan V is a PC GPU that was designed for use by scientists and researchers. Unfortunately, it is not as easy for me to try DeepStack on another system. There is also a Download link for Nvidea GPU’s, if you’d like to offload the AI detection on your graphics card instead. i read somewhere that it was recommended to have a GPU installed and use that together with Blue Iris and/or Deepstack, I therefor bought a used (cheap) Nvida Quadro P620, to get better performance. •. TheGroundZero commented Nov 19, 2021. 09. Adjust Your 3-Bet Calling Range. In this tutorial, we shall go through the complete process of using DeepStack to build a Face Recognition system. First model is VGG16, second one is VGG19 and last one is CNN with 6 fully connected layers. A new NVIDIA driver was installed and after a reboot Blue Iris Status shows after 567 analyses an average of 37ms. 这次贴子就减少这样的错误，逻辑有问题的话，欢迎指出~. every 0. Poker database with tournament results, event results, pictures and player profiles. This cat is sneaking through the AI tool every night but bI is triggered and takes many snapshots to be processed. Limit the number of images sent to DS to 30 maximum. 3 million in guaranteed prize pools over 41 events. 0 and installed SenseAI. In BlueIris, DeepStack is set to start automatically and Tests all good in a web browser. It can help automate tasks such as. Monday, November 20, 2023. 1 Million in guaranteed tournament prize pools. py", line 186, in face det = detector. $70 reduced rake for anyone who registers before the end of level 1. persons, vehicles, pets, and more. 回帖后跳转到最后一页. Stacking ensemble strategy is. Run DeepStack on same computer. 只要一开门就开灯那算不上自动，而且会导致很多的麻烦。. It allows the user to monitor as many cameras as. 7. Deploy the trained model to DeepStack and start sending images to it. Accurate prediction of drug–target interactions (DTIs), which is often used in the fields of drug discovery and drug repositioning, is regarded a key challenge in the study of drug science. exePer the terms, the Bank acquired the assets of Deepstack for a consideration which was paid 70% in cash and 30% in the company’s common stock using the 20 trading-day volume weighted average. I configured AI globally, and set one of my cameras up to use the AI integration. Below we shall run DeepStack with only the FACE features enabled. The second script reads all of the characters in the plate and logs the. Ultimately I stopped using in favor of deepstack because after running them side by side I was getting more false alerts with doods. Awhile ago, I noticed I stopped getting alerts in blue iris. I do want to add support for object recognition in the future which DeepStack supports. Revisiting BlueIris, Deepstack and Homeassistant. We introduce DeepStack, an algorithm for imperfect-information settings. 1 which specifies CP 2. Deepstack-UI is a interactive web application built by Robin Cole. Date Time Event # Event Name Structures Results; Monday, December 25, 2023: 11:10 AM: 1: $250 NLH UltimateStack $7. 1s-2s之内，不过对docker的宿主cpu有点要求第一步： 部署deepstack. More than $967,000 in guaranteed tournament prize pools. * will contain predictions matching that particular filter. August 28 – October 1, 2023. If you are having poor results and want to add your LPR images to the. I have 2 views set up. - Installed DeepStack Windows version (for testing). More than $2. 01. With everything set up correctly, six camera streams of 1080p might see about 5-8% CPU usage. Background. BI is canceling alerts because of "Occupied" and missing obvious DeepStack-detected triggers (Person is the only trigger setup in AI). In this case, it looks like DeepStack detected two cars and took 822ms to do it. Using the settings 'Use main stream if available' and 'Save DeepStack analysis details' increased the GPU version processing time by roughly 20%. I upgraded to Win 11 last year on a Ryzen 3400 with GTX 970 running with deepstack gpu and all the latest drivers. The solution is made up of two Python scripts the first script crops and rotates (if needed) the license plate. Does Deepstack gives poor performance regarding face recognition for you? In my case, everything seems to be ok with object detection, but in case of face recognition, there are so many mistakes. More than $2 Million in guaranteed tournament prize pools . Secondly, i saw deepstack works on the nvidia jetson dev boards, how is the performance of that compared to a normal GPU like a GTX 2060, or to a passmark cpu >22k mark which i can put in the freenas machine in case the need rises. 2 - Deepstack returns object location in frame with confidence %. 6. You can also modify the real-time images as well as the duration (analyze one each) to increase performance. From this prompt, we’ll execute the following line. 1 Million in guaranteed tournament prize pools.