Intel opencv intel mkl cuda nvidia gpusmunkák
HP Enterprise ML10, Intel Xeon 4 processzoros, 8GB RAM, 2db 1TB HDD. (esetleg tükrözve?), 1 LAN csatl. windows server instalálása, programok telepítése - Firmwarek frissítése, RAID tömb beállítása (tükrözés), szerver beállítások optimalizálása, - Windows 2016 Standard szerver telepítése, távoli elérés beállítása - Fájlkiszolgáló beállítása, egyéb biztonsági beállítások, felhasználók felvétele
HP Enterprise ML10, Intel Xeon 4 processzoros, 8GB RAM, 2db 1TB HDD. (esetleg tükrözve?), 1 LAN csatl. Helyileg Fóton lenne a számítógép, egy optikai kábel végén. fix ip cím op rendszert kell telepíteni (Windowsra gondoltunk, nincsen kőbe vésve semmi.)
...based) should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the frame number ... - the time position/time code ... - the data detected ...... - e.g. the sharpness and this should be outputed in a JSON file per video file. Ideal Skillset: - Proficiency in Python - Experience with video processing libraries (like OpenCV, PyAV, or MoviePy) - Experiences with OOP (classes and lists) - Familiarity with JSON output format. Milestones: MS1: provide python...
Objective: Develop a robust vehicle counting application optimized for the NVIDIA Jetson Nano. The application should accurately count cars passing through multiple cameras using RTSP live streams. Key Requirements: Modular Design: The software should have a configurable region of interest (ROI). This will allow customization of the tracking area for different camera setups. The system should support settings for either two-way or single direction vehicle detection, selectable per camera. Multi-Camera Support: The application must handle live feeds from at least three cameras simultaneously without frame skipping. Ensure seamless capturing, detecting, and tracking across all cameras, maintaining high accuracy and performance. Error Handling: Implement robust error handling to ensu...
I'm looking for a skilled Python developer with experience in GPU programming using CUDA to assist in a project that involves image processing and data analysis. - I have a python code and I need to modify it to work with GPU the code takes an image changes its pixels one by one and each pixel change calculates new image hashes if images hash satisfies some specs it save image and code ends. this is whole python code is doing now. it is a 40 lines code. very simple for someone who knows how to code on cuda.
...I'm unable to use the camera with my Raspberry Pi 5. This is what I've done so far. 1. I first installed the pip3 and Python 3 Virtual Environment by running. - sudo apt install -y python3-pip python3-virtualenv 2. I then created and activated the Virtual Environment by running. - python3 -m venv projectsenv - source projectsenv/bin/activate 3. Then I installed opencv while inside the virtual environment - pip3 install opencv-contrib-python 4. After that I installed the depthai dependencies for Linux (still in the environment) - sudo wget -qO- | bash 5. Then I installed depthai (still in the environment) - python3 -m pip install depthai 6. Then I cloned the "depthai-python" git hub repository 7. Then I ran the install requirements (still
...I'm unable to use the camera with my Raspberry Pi 5. This is what I've done so far. 1. I first installed the pip3 and Python 3 Virtual Environment by running. - sudo apt install -y python3-pip python3-virtualenv 2. I then created and activated the Virtual Environment by running. - python3 -m venv projectsenv - source projectsenv/bin/activate 3. Then I installed opencv while inside the virtual environment - pip3 install opencv-contrib-python 4. After that I installed the depthai dependencies for Linux (still in the environment) - sudo wget -qO- | bash 5. Then I installed depthai (still in the environment) - python3 -m pip install depthai 6. Then I cloned the "depthai-python" git hub repository 7. Then I ran the install requirements (still
I would like to change our "Dedicated Server " " product page to have a...Server " " product page to have a layout more like the one of our competitor "Hetzner" We use the "hostlab" template from Themeforest : The idea is to have buttons on the top of the page like 'AMD Servers" "Intel Servers" "Budget Servers" "Storage Servers" Once clicked, these buttons would load the corresponding Server and details displayed in vertical columns instead of horizontal ones as it is now. Having the same king of drop down menu as hetzner to show/hide some features is also a plus.
As a client, I require the expertise of a Python programmer who's adept at scripting. The centerpiece of the project is to write an algorithm for stereo vision and pose estimation. Notably, OpenCV will be the preferred library for this task due to its robust array of features. ArUco markers are being used as objects for calibration. Requirements: - Experience in Python scripting - Ability to write an algorithm for stereo vision and pose estimation - Proficiency with OpenCV Your relevant portfolio that illustrates your competency in the above tasks will be highly appreciated.
...based) should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the frame number ... - the time position/time code ... - the data detected ...... - e.g. the sharpness and this should be outputed in a JSON file per video file. Ideal Skillset: - Proficiency in Python - Experience with video processing libraries (like OpenCV, PyAV, or MoviePy) - Experiences with OOP (classes and lists) - Familiarity with JSON output format. Milestones: MS1: provide python...
...project is highly dependent on the ability to provide me with real-time information on the location of the user, the user's name, network provider, addresses, aliases, associated records, and any business and personal names linked to the number and other subsequent information discovered. I have multiple phone numbers and addresses and I need an entire comprehensive picture painted to be as rich in intel as possible.... Spider web this out to more info. Some key points: - This requires a high level of accuracy and the ability to provide real-time tracking. - The information should be comprehensive, including user's location, name, network provider, addresses, aliases, associated records, and business names. - The purpose of this tracing is for business verification. ...
My project aims at developing measures to counter Zombieload side channel attacks. As techniques evolve, it's absolutely crucial to remain steps ahead of potential threats. Based on this, I am particularly interested in: - Creating a robust detection model using both hardware and software. - Utilizing distinct technologies, including Intel Performance Unite and Machine Learning algorithms as primary tools for model development. (Python, Tenser flow, Perf Linux, python PAPI) - This model will also include the analysis of Hardware Performance counters. The potential freelancer should possess a strong understanding of these tools along with expertise in cybersecurity and the development of prevention measures. A background in using network monitoring tools is also an advantage....
My project aims at developing measures to counter Zombieload side channel attacks. As techniques evolve, it's absolutely crucial to remain steps ahead of potential threats. Based on this, I am particularly interested in: - Creating a robust detection model using both hardware and software. - Utilizing distinct technologies, including Intel Performance Unite and Machine Learning algorithms as primary tools for model development. (Python, Tenser flow, Perf Linux, python PAPI) - This model will also include the analysis of Hardware Performance counters. The potential freelancer should possess a strong understanding of these tools along with expertise in cybersecurity and the development of prevention measures. A background in using network monitoring tools is also an advantage....
Enhanced algorithm for SGM - Experienced person for computer vision - Experienced person for SGM - PHD degree for computer vision - Experienced person with the ability to analyze existing world-wide-best papers for SGM - Ability to implement computer vision algorithms in C/C++ - c/c++ - opencv
...convention: segment_[index]_[text].mp4, where [index] is a sequential number and [text] is the corresponding subtitle text. Ensure the script is well-documented, efficient, and handles potential errors gracefully. Provide clear instructions on how to run the script and any dependencies required. Requirements: Strong proficiency in Python programming. Experience with video processing libraries such as OpenCV or MoviePy. Familiarity with parsing JSON data. Knowledge of working with file I/O operations. Ability to write clean, modular, and maintainable code. Excellent problem-solving skills and attention to detail. Good communication skills and ability to work independently. Deliverables: A fully functional Python script that segments videos based on subtitle changes. Detailed do...
Project Overview: We are seeking an experienced developer with expertise in image processing using OpenCV. The project aims to develop an application capable of detecting and analyzing specific shapes within complex images representing a stack of metal parts with known CAD drawings and the task is to identify types and counts of these metal parts in a given image. The focus will be on creating a robust system that can accurately identify and outline shapes against varied backgrounds and under different lighting conditions. Project Objectives: Create an efficient image processing application using OpenCV. Develop a method to detect shapes with high accuracy in images that have complex scenes. Ensure the system is versatile enough to handle different image qualities and operat...
Hi Trong Hieu L. This is building on top of the pytorch DDP code you wrote for me about 6 - 12 months ago. I would like you to convert it to huggingface Accelerate framework. Test on vinbigdata and CXR8 dataset on 8 Nvidia GPUs. Much of the code should be similar to before. Only need to migrate to Accelerate. Are you happy to do it?
...reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - take a look here: - The output should detail the (as a class, ColorCheckerCardPosition) ... - file path ... - file name ... - frame number ... - time code ... - rectangle coords (x1, y1, x2, y2) of the Color Checker card position ... - x,y, z angles of the Color Checker card position and should be outputed in a JSON file. The vidoes may have no (0) up to multiple (n) color checker cards, so the Ideal Skillset: - Proficiency in Python - Experience with video processing libraries (like OpenCV, PyAV, or MoviePy) - Experiences with OOP (classes and lists) - Familiarity
Read and apply please bot applies wont be answered, type -dragon- on your first sentence avoid spam I need a software using opencv and c++ or phyton for image processing /object detection but i wont pay for any milestone before seeing a video demo work from freelancer many freelancers here make me create milestone after stops chatting. this is a long term work with many budgets soon, i dont want to work with a freelancer who asks thousands of usd milestone for only talking here, i want to see and believe that you can do the core version of the software, i dont as for source code or exe file firstly, i only want to see the video that you can do it, surely rightafter i pay what we agreed for. Please read and apply, and dont ask me same things again thank you
I'm looking for a Python developer with a strong background in OpenCV and detection libraries. The primary application of these skills will be real-time object detection. Key Tasks: - Implement real-time object detection using OpenCV and detection libraries - Ensure the system is optimized for real-time processing - Potentially intergrate the detection system into a larger software framework Ideal Skills: - Proficiency in Python, OpenCV, and detection libraries - Experience in real-time image processing - Ability to work on a variety of detection tasks - Previous work in implementing software for real-time applications Please provide relevant examples of your previous work in this area when applying.
To boost the effectiveness and speed of my small Python OCR tool, I'm need a creative developer. This tool currently has tkinter, pytesseract, and opencv, among other technologies, to turn imessage screenshots into a specific JSON format. Key enhancements needed include: 1. **Faster Processing Speed:** The tool should be upgraded to handle tasks more swiftly without sacrificing quality. 2. **Improved Accuracy:** It's essential to better detect actual messages within screenshots for a more successful output. 3. **Support for Emoji Detection:** The upgraded tool should accurately identify and interpret emojis within the screenshots. 4. **Innovative Suggestions:** I'm open to your creative thoughts and enhancement suggestions which I'll consider for additional ...
I am in need of a proficient Python developer to work on a project that will involve extracting passport det...extracting passport details from images. I am using library in python, but in some case its giving wrong result. - I will provide sample images for testing purposes during our chat - At the end we are using this result in PHP/Laravel so we will need api which can take image and return correct json data. Required Skills: - Proficient in Python - Experience with OpenCV - Proficiency in using Tesseract OCR for data extraction Note: Knowledge in image processing and previous experience in similar projects will be an added advantage. Please, when applying, share if you have done similar work. Looking forward to fruitful collaborations. Thank you.
I am seeking an experienced python developer to integrate a face recognition system primarily used for class attendance tracking. This system should operate by aut...information. A critical requirement for this project is achieving different users having defendant access/editing rights. Max time 8hrs Skills and Experience: • Expertise in developing Face Recognition systems in Python • Proven track record of delivering high-accuracy solutions • Experience with tkinter and Python applications • Strong knowledge of machine learning algorithms and computer vision (OpenCV). • Detail-oriented and committed to meeting strict accuracy benchmarks. The outcome of this project should be a reliable, efficient, and highly accurate attendance tracking system using facia...
I am seeking an experienced Tkinter developer to integrate a face recognition system primarily used for accurate attendance tracking. This system should operate by aut...and edit information. A critical requirement for this project is achieving different users having defendant access/editing rights. Skills and Experience: • Expertise in developing Face Recognition systems in Python • Proven track record of delivering high-accuracy solutions • Experience with tkinter and Python applications • Strong knowledge of machine learning algorithms and computer vision (OpenCV). • Detail-oriented and committed to meeting strict accuracy benchmarks. The outcome of this project should be a reliable, efficient, and highly accurate attendance tracking system using facia...
...quality optimization: Ensure that the audio quality after sound modification is as high as possible, without distortion or significant reduction. Technical requirements: 1. Use Mac development environment and tools 2. Suitable for general AI models that can be directly downloaded and used online (some AI models for celebrities, singers, anime characters, etc.) 3. All Mac computers (including Intel and M series) that support MacOS 10.15 and above systems are required 4. The presentation of software needs to be built and run through xcode Notes: 1. Ensure the maintainability and scalability of the code, and adopt good software engineering practices. 2. Comply with relevant laws and regulations, respect intellectual property rights, and do not infringe on the patents or ...
I'm in need of an...identify vehicles within images or video footage. - The system should be able to differentiate between different types of vehicles and work efficiently even in varied lighting conditions or backgrounds. Ideal skills and experience for this job: - Proven experience in computer vision, particularly in the field of object detection. - Proficiency in using AI frameworks and libraries such as TensorFlow, OpenCV, or PyTorch. - Familiarity with working on projects that involve processing images or video data. - A strong understanding of machine learning principles, particularly those related to computer vision. If you have a solid background in computer vision and are up for the challenge of developing an AI system that can accurately detect vehicles, I'd lo...
...project is highly dependent on the ability to provide me with real-time information on the location of the user, the user's name, network provider, addresses, aliases, associated records, and any business and personal names linked to the number and other subsequent information discovered. I have multiple phone numbers and addresses and I need an entire comprehensive picture painted to be as rich in intel as possible.... Spider web this out to more info. Some key points: - This requires a high level of accuracy and the ability to provide real-time tracking. - The information should be comprehensive, including user's location, name, network provider, addresses, aliases, associated records, and business names. - The purpose of this tracing is for business verification. ...
...process. • Location: The job will require on-site work. The exact address will be provided upon selection. Laptop Specifications: • Model: Origin EVO15-S • Exterior Color: Gunmetal • Motherboard: EVO15-S • Display Type: 15.6” QHD 240Hz sRGB 100% • CPU: Intel Core i9 12900H • GPU: RTX 3080 • Memory: Corsair Vengeance 64GB Kit (2x32GB) DDR5 4800MT/s SODIMM • Operating System: MS Windows 11 Home • Operating System Drive: Corsair 4TB MP600 PRO XT GEN 4 • Audio: Integrated High-Definition Audio • Networking: Intel Dual Band Wireless-Wi-Fi 6 AX201 + BT M.2 Required Skills: • Windows Expertise: Proficient in Windows OS and disk management. Must have extensive experience with...
We are looking for a Computer Vision Developer who can help ...classification algorithms - Create and deploy object detection models - Ensure high level of accuracy in the indoor environment Ideal Skills and Experience: - Proficient in Computer Vision techniques - Strong experience in Image Classification and Object Detection - Proven ability to deliver high accuracy models, ideally in indoor settings - Expertise in using popular frameworks like TensorFlow, OpenCV, or PyTorch - Good understanding of optimization techniques for accuracy - Ability to work independently and meet deadlines. Task: Create a functional recognition model with a freely chosen machine learning framework that identifies the coordinates of the contours of boxes in pixel coordinates. Please, check pictures...
...individuals. 3. Activity Monitoring: The system should be smart enough to monitor activities within the common and specific areas round-the-clock. This project will be implemented from scratch; we don't have any existing surveillance cameras or access control systems at the moment. Ideal candidates should have a proven track record with Computer Vision/AI technologies, such as TensorFlow or OpenCV, and experience with hardware integration. Prior experience in security surveillance software development will be a plus. A developer with expertise in computer vision, artificial intelligence, and deep learning is needed to create a functional MVP (Minimum Viable Product) prototype of a security monitoring system based on real-time video analytics. The goal is to develop a p...
I am seeking a Python and Opencv expert who can incorporate a user-friendly live streaming feature into my existing site. This endeavour will focus on the development of a streaming interface that gives users the power to select and switch between various camera views. The purpose of this feature is to facilitate user interaction and engagement with the contents being broadcast on the site. Ideal Skills: - Python programming - OpenCV expertise - Proficiency in creating multi-camera streaming interfaces - Experience in user interface and experience design Your task will be to create a seamless user experience that will allow viewers not just to watch the live feed, but also have the power to control what they view. The end goal is to create a more immersive and interacti...
I am seeking a Python and Opencv expert who can incorporate a user-friendly live streaming feature into my existing site. This endeavour will focus on the development of a streaming interface that gives users the power to select and switch between various camera views. The purpose of this feature is to facilitate user interaction and engagement with the contents being broadcast on the site. Ideal Skills: - Python programming - OpenCV expertise - Proficiency in creating multi-camera streaming interfaces - Experience in user interface and experience design Your task will be to create a seamless user experience that will allow viewers not just to watch the live feed, but also have the power to control what they view. The end goal is to create a more immersive and interacti...
Please read: OpenCV, Tensorflow, One o One, English Speaking. I need support with my image processing project, focusing on recognition, segmentation, enhancement, reading, and handling. I require an expert who can guide me through this process for a period of 3 to 4 hours. Key Expertise Required: - Proficient in using and CV2 for complex image processing tasks - Previous experience in working with image storage and retrieval from databases - Strong skills in image recognition, segmentation, and enhancement - Able to output processed images as image files - Fluency in English for effective one-on-one communication By the end of the project, I aim to have enhanced my ability to work with these complex image processing tasks under your guidance.
OpenCV 4.9.0 should be build for the new C++ Builder 12.1 (bcc64x, Windows modern). With this compiler It should be easier to build OpenCV as this compiler is strongly related to clang 15 (but see to Embarcadero documentation!). Some more info, at the moment cmake is not supported but it should be possible to change the cmake file (we already did something for test). With the older compiler (bcc64) I have for OpenCV 4.8.1 these DLLs: At least this should be build for the new compiler and OpenCV 4.9.0. Of course, zlib, jpg,... should work, too. Test: see (splitted in the 2 zips) and there. This was
I'm on the lookout for an experienced Python OpenCV specialist with expert knowledge specifically in the field of video analysis. Your main task will be to handle and efficiently analyze several video data. i already have a code but its not connect on mobile camera so fix that issue timeline 5 hours and budget 1000only
...headaches. To set the scene, the videos I'm dealing with are low resolution and have short durations. I've customized the ffmpeg settings for the conversion process but it seems like my attempts are doing more harm than good. Here's where you come in. I need an expert to handle the optimization of the ffmpeg settings for the GPU. I am not looking for a quick fix and not necessarily to address the CUDA error right away, but primarily to set up a robust and efficient conversion system that will prevent such issues in the future. Ideal candidates should have: - Extensive experience with ffmpeg - Knowledge of GPU settings - Experience in dealing with memory issues - Patience to optimize until the best setting is found - Experience with video websites or adult co...
I have remote dedicated hardware that is accessible with VNC. I want to install Linux, install OBS, and figure out what drivers are needed to enable QSV encoding in the streaming settings. Once we've completed this task more will be rewarded
Assembly kodu yazılacaktır. Kodun sadece 8086’da çalışacak şekilde planlanması gerekmektedir. Kullanılan komutların 8086’da kullanılabilir olmasından emin olunmalıdır. (emu8086 emülatörü kullanılabilir.) 7 Segment Gösterge ile Saat Gösterimi: • 7 segment göstergeyi kullanarak saat, dakika ve saniyeyi gösteren bir program. • Mikroişlemci enerjilendiğinde 00:00:00’dan başlayarak zaman gösterilmelidir. • Gecikme fonksiyonları kullanarak saati gerçek zamanlı olarak güncelleyin. • Saat Seçme, Dakika Seçme, Artırma ve Azaltma tuşlarından bilgi alarak (IN komutuyla) saati ayarlamayı sağlayın. Saat ayarlandığı takdirde saniye 0’dan başlamalıdır. • Alarm fonksiyonu ekleyin.
I am looking for an experienced computer vision specialist to help me develop a model using YOLO and OpenCV that can detect suspicious activity in both indoor and outdoor environments. Key Requirements: - The primary goal of this project is to accurately identify suspicious behavior. Your model should be able to differentiate between normal and abnormal actions. - The model must be compatible with desktop applications. Ideal Skills: - Proven experience in computer vision and deep learning with specific experience in object detection - Proficient in using frameworks like YOLO and OpenCV - i want to detect knife , fire , gun , smoke with high acurracy This project requires a freelancer who can think analytically and has a keen eye for detail. The ability to troubleshoot and...
I am in search of a developer proficient in Python with vast knowledge of OpenCV library. The task at hand is to develop a robust code that accurately detects the pupil in static images. Skills and Experience Required: - Thorough understanding of Python programming language - Comprehensive experience with OpenCV - Prior work on image processing, specifically related to pupil detection would be highly beneficial Key Responsibilities: - Develop a highly accurate code for detecting pupils in static images - Ensuring robustness of the code for various lighting conditions and angles - Support in integration and testing of the produced code
I am in need of a skilled Kivy OpenCV developer to work on a project that involves implementing OpenCV computer vision algorithms and integrating Kivy and OpenCV functionalities. The primary focus of the project will be on line detection. Ideal Skills and Experience: - Proficiency in Kivy and OpenCV - Experience with implementing computer vision algorithms - Familiarity with line detection techniques - Ability to work on multiple platforms, including Windows, Android, and iOS - Pick out the white lines in the image and store them for further processing.
...install doc how to install the app on your desktop. Requirements: - install the app on your desktop (document will be shared to you) - your python code runs on the desktop and analyses the app output and detects objects - based on the objects a touch or a click is needed to be executed to fetch more details - e.g. you could use - in conjunction with openCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - Implement an object tracker for player bases, static staying enemies, moving enemies and collectible items - The tracker should automatically detect and track the objects and update them into a database - Ensure the tracker works effectively preferably under linux gnome (if necessary due to no support
I need an expert in ffmpeg & CUDA for fast video encoding. Optimized encoding commands need to generate MP4 files that are similar in size to downloaded videos, but the encoding process must be expedited via GPU usage. Key Requirements: * The result should be in MP4 format. * Video quality and encoding speed are crucial. * The target video resolution is 480p. Ideal Skills: * Extensive knowledge of ffmpeg and CUDA. * Experience in video encoding, particularly fast encoding. * Detailed understanding of optimizing for video quality and speed under specific resolution constraints(i.e, 480p in this case).
I need a seasoned computer vision developer who is experienced in handling the following tasks: - Object Detection - Image Segmentation - Video Tracking The ideal candidate should have a strong command of the Python scripting language, which will be the primary language to be used for this project. Proficiency in the OpenCV library is a must. The task will also involve working with sizeable amounts of data, so a knack for meticulous detail and problem-solving is crucial. A track record of projects requiring similar skills and experience would be a valuable addition.
I'm seeking a skilled Python developer who can implement a card recognition algorithm into a desktop and Android app. This application will interact with an online gaming app in order to read a deck of cards. Your tasks will include: - Implementing a card recognition ...Android app. This application will interact with an online gaming app in order to read a deck of cards. Your tasks will include: - Implementing a card recognition algorithm - Integrating this algorithm with the online gaming app - Developing a user-friendly interface Though there isn't a requirement for any specific Python version, you need to be proficient in Python programming. Experience with OpenCV, computer vision, and GUI design will be an added advantage, assisting you in the successful comple...
...Develop and run realistic simulations of robotic systems using NVIDIA Isaac Sim. • Design and configure complex simulation environments, including physics models, sensors, and obstacles. • Create motion plans and trajectories for robots using advanced planning capabilities. • Analyze simulation results and provide insights into robotic performance and limitations. • Collaborate with engineers and researchers to define simulation requirements and ensure alignment with project goals. • Stay up-to-date with the latest advancements in simulation technology and best practices. *************** Qualifications: • Required: Degree in Robotics, Engineering, or related field. (Master's degree or Ph.D major plus) • Expert-level proficiency in NVIDI...
...characters of the image has already been developed with OpenCV. It is necessary to train a YOLO model for detecting these plates to generate weight, cfg and names files that will be used by the cv2 DNN. Furthermore, training of Tesseract for recognizing mercosur plate characters from the same plates is required, with training data consisting of images pre-processed according to the aforementioned sequence. Tesseract must recognize the license plate characters with this single command: tesseract -l <trained-font-for-OCR> --psm 6 --oem 3 -c tessedit_char_whitelist=0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ- *Tools and Versions* Python 3.11.7 numpy==1.26.3, pytesseract==0.3.13, imutils==0.5.4, deskew==1.5.1, opencv-python==4.7.0 OpenCV 4.7.0 Tesseract 5.3.3.2...
...like ChatGPT. Anyways, I want to use FSDP (fully sharded data parallel) instead so a decent model can be trained on consumer gpus. NOTE: this WILL require owning or renting 2 graphic cards minimum to debug since FSDP is a distributed process. Also, for the feature to work, the training should: 1. The loss to reduce normally like it already does when training with DDP (it should NOT diverge to infinity or be unstable) 2. All evaluation loss, training loss etc get printed (like it already does with DDP) 3. save checkpoint works and restore checkpoint (like it already does with DDP in ) 4. The VRAM usage of the graphics cards should be less than with DDP (nvidia-smi) to check (this should happen if FSDP is implemented correctly) 5. Should not be way slower than DDP for eac...
I need a professional who can efficiently compile the C program shown below with Makefile, embedded with dependencies on MKL, OpenBLAS, and GSL libraries. This is a Linux-based project, so an expert in this OS is ideal. Skills and Experience Required: - Solid understanding of C programming - Comprehensive knowledge about Makefile - Experience in Linux operation - Familiarity with MKL, OpenBLAS, and GSL libraries - Proven experience in data processing, specifically textual data.
