Transformer jobs

Title: Deep Learning Model Tuning Project Description: I need someone to join me and help me complete my academic research. The research topic is Cross-architecture Knowledge Distillation between a teacher Vision Transformer and a student Conv. Net. It does not need to be too advanced, just the basic functionality to work and I'll be happy. I have already trained the teacher and student models and I have written the code for the knowledge distillation framework. I just need help in making sure it's correct. I have written the code in Tensorflow but I wont mind switching to Pytorch. I am very much open to suggestions and I need your opinion. Please find attached the research paper I am trying to implement. Also, here is the research author's source code:

In the context of rapidly growing video content on digital platforms, the efficient and accurate extraction of meaningful segments from videos is of paramount importance. Traditional methods for video summarization and highlighting often rely on manual annotation or predefined algorithms, which can limit their adaptability to diverse content. The proposed approach leverages the power of both natural language processing and video analysis. The system begins by employing advanced language models to comprehend and interpret natural language queries provided by users. These queries may consist of descriptive sentences or keywords that capture the essence of the desired video content. The system then processes the video using sophisticated video analysis techniques, including computer vision an...

We are looking for transformer design engineer mainly for distribution transformer.

I am merging to another big company.. now i need a logo for it. The Merging is between AG REALTY & IQI = IQI AG GROUP I need a logo for IQI AG GROUP i want the logo and theme using the movie character TRANSFORMERS . Both companies is real estate agencies. Colour combination i leave to your creativity.. Attached...IQI AG GROUP i want the logo and theme using the movie character TRANSFORMERS . Both companies is real estate agencies. Colour combination i leave to your creativity.. Attached the logo.. ( for ag realty. Please replace the word REALTY to GROUP) Also attached poster for the Merging..-just for ur info Ps:/ SYMBOLS OR VECTOR OF HOUSE OR ANYTHING RELATED TO BUILDING 2. USE THEME OF TRANSFORMER (AUTOBOTS, OPTIMUS PRIME) 3. USE COMBINATION OF IQI COLOUR AND TR...

... H. Deliverables: 1. Design Schematic and Layout files. 2. Design documentation on the design calculations and considerations taken to design the power supply and meet the required compliance standards. 3. Gerber file. 4. Bill of Materials in Excel .xlsx format with linked supplier part numbers and suppliers’ details for all components and transformer. 5. Transformer specification (drawings and technical data)....

...Scratch LEGO extensions ************************************************************************************************************ Create a new block in Scratch using JavaScript to develop a Scratch LEGO extension for controlling DC and servo motors. Integrate a camera with the Scratch environment to receive screen training data and set up the capability to train with algorithms such as vision transformer, MobileNet, and YOLO. Enable verification as well (using JavaScript). (Reference: ) All source code must be open-source with line-by-line explanations, and responses must be provided for questions asked. Please share your relevant research and experience related to this task. ******************************************************************

I am looking for a skilled writer to help me create a proposal to seek fundi...skills - Knowledge of project management concepts - Attention to detail and ability to meet deadlines This is a great opportunity for a writer who is passionate about helping projects secure funding and approval. If you have the skills and experience required, please submit your proposal along with relevant writing samples. The proposal's subject is on next-action prediction based on the vision transformer algorithm. It pertains to both the automotive environment and the environment of visually impaired individuals. It should be developed in conjunction with object recognition and detection algorithms such as the YOLO algorithm. Word counts are restricted to specific page limits for each chapter of...

MV/LV/HV Transformer Internal Connection for Power Distribution Skills: - Knowledge and experience in electrical engineering - Understanding of transformer design and internal connections - Expertise in MV (Medium Voltage) systems Project Overview: - We are seeking a skilled professional to assist with the internal connection of an MV/LV/HV transformer for power distribution purposes. - The transformer will be used to distribute power at medium voltage levels. - The desired internal connection type is Delta-Wye. - The ideal candidate should have a strong background in electrical engineering and transformer design. - Knowledge of MV systems and experience with Delta-Wye connections is essential. - The successful freelancer will be responsible for ensuri...

Project Title: Transformers for time series forecasting Overvie...NumPy, and TensorFlow would be highly beneficial. - Familiarity with EV data is important, as the source of the data for forecasting will be EV-related. Understanding the specific nuances and patterns within Electric vehicle data will aid in the development of an effective forecasting model. Deliverables: - A well-documented Python script that implements the multivariate forecasting model using transformer architectures. - Accurate and reliable predictions based on the provided Electric vehicle data. - Clear and concise documentation explaining the methodology and assumptions made during the development of the forecasting model. If you have the necessary skills and experience in multivariate forecasting, time serie...

...looking for a freelancer who can help me with a textual analysis project. The main goal of this project is to find similarities or differences between essays written by teachers. Desired Outcome: - calculating similarities or differences between essays written by teachers How to calculate similarities or differences: - using textual analysis techniques such as Word Mover's Distance, Sentence Transformer, etc Number of Essays: - More than 100 essays (per school, and there are more than 10,000 schools) need to be compared Ideal Skills and Experience: - Strong knowledge and understanding of textual analysis methods - Experience in plagiarism detection and calculating similarity scores between documents - Proficiency in data analysis and reporting by using Python or R - ...

Êtes-vous prêt à faire briller votre créativité ? Rejoignez-nous pour un projet passionnant qui vous permettra de transformer une simple photo en un GIF animé captivant et unique ! Si vous êtes un expert en animation avec un sens inné de l'art visuel, cette opportunité est faite pour vous. Détails du Projet : Objectif : Convertir une photo en un GIF animé pour photo de profil Gmail Peux tu faire une image ronde avec un anneau rouge ( comme celui qui apparait pour les nouvelle story sur instagram) Alterné entre logo bleu marine et fond blanc puis logo blanc fond bleu marine Concept : Votre imagination est la seule limite ! Nous encourageons l'originalité et la créativité ...

Hi Vijay K., As discussed, I am looking for the Flyer design on both the pages for Electrical Transformer Products.

I am looking for a skilled professional who can design a high frequency transformer for a power supply application. I already have the basic design, but I need more advice on the design and some additional requirements Power: 1000W Primary: 24V DC Input Secondary: 180V/400V Requirement: - Need to calculate number of turn for each group Skills and experience required: - Expertise in high frequency transformer design - Deep understanding of power supply applications

I am seeking assistance with writing code from scratch to study the performance of a CNN-based approach for brain image segmentation in comparison to transformers-based approaches. I have specific datasets and i also need the freelancer to source additional datasets for this project. ...transformers-based approaches. I have specific datasets and i also need the freelancer to source additional datasets for this project. I am looking for a CNN-based as well as transformers-based approaches to be implemented specifically and compared among them and i need the freelancer to come up with new hybrid model including bith. The goal is to compare the CNN-based approach for brain segmentation against transformer-based approaches. I am open to any suggestions that will help make this project s...

...create an Energy Sales Conversational Voice Chatbot (in Italian) that can help me provide personalized product recommendations and sell energy products (electricity and gas) to my customers via phone calls. The machine learning bot must be able to manage open questions and answers, no menu/button based! I suggest to use a SaaS pre-trained conversational model like ChatGPT (Generative Pretrained Transformer). I can provide thousands of vocal registrations of user-client conversations that can be used to train/customize the model on our specific needs. Ideal skills and experience for this job include: - Natural language processing - Artificial Intelligence - Adversarial models - GPT models Some key requirements for the bot include: - Ability to provide personalized product rec...

I am looking for a skilled developer who can fix the data training error using Swin transformer. I have trained using the same code before. But now it's showing some error and unable to train the data. Requirements: - Experience in working with Swin transformer and resolving data training errors - Proficiency in Python and relevant libraries/frameworks - Familiarity with image datasets and data preprocessing - Attention to detail and ability to meet tight deadlines

I am seeking a skilled developer to create a pan-sharpening model based on the transformer encoder network. The project requires the following: Dataset: - I will provide the dataset for training the model. Accuracy: - High accuracy is paramount for this project. Programming Language: - The project should be implemented using Python. Ideal Skills and Experience: - Proficiency in Python programming. - Strong knowledge of deep learning and image processing techniques. - Experience with pan-sharpening models and transformer encoder networks. - Familiarity with dataset preparation and training neural networks. - Attention to detail and ability to deliver high-quality results. If you are confident in your skills and have experience in similar projects, please submit your propo...

I am looking for...fields from the user document or some other table) I have the entities and schema in mind as well as a lot of the access patterns but I need help with custom business logic to authorise and deny certain actions based on individual field values of different documents and any suggestions on improving the design. Skills and experience needed for this job include: - Familiar with the latest v2 transformer API, including @primaryKey, @index, @hasMany, @hasOne, etc. - Strong knowledge and experience with AWS Appsync/Amplify API - Expertise in designing custom GraphQL schemas - Proficiency in building custom resolvers and lambda functions - Familiarity with scalable applications If you have the necessary skills and experience, please reach out to discuss the projec...

I am looking for an experienced electrical engineer to help me with a case study focused on select the transformer . The overall goal of the case study is to solve a specific problem in the field. I am specifically looking for a practical implementation solution rather than just analysis and discussion. Skills and experience required: - Strong knowledge and expertise in power systems - Experience with practical implementation of electrical engineering solutions - Ability to analyze and solve complex problems in the field - Familiarity with relevant methodologies and technologies in power systems If you have the skills and experience required for this project, please submit your proposal. Thank you.

I'm looking for someone who can help create an Audio Time Domain Deep Learning Classifier. The desired output of the classifier ...Classifier. The desired output of the classifier is multiclass classification, and I have a dataset already prepared for training the model. The preferred programming language for implementation is Python. This project is to support an ongoing research, the end result would be an audio classification pipeline that is fully in the time domain. Pipeline looks as follows: data ingestion, preprocessing, transformer classifier to ingest data in time domain and produce event classifications. After event classifications are produced we will combine sequence of events classified per audio file to produce a single classification per file this will also be vi...

Engineer to assist in video compression bottlenecks and optimise systems for YOLO-based real-time transformer.

...train all 4 models and then this models will be used to predict the data for other supercapacitor's with minimum possible error values (rmse). All codes should be in MATLAB and should incorporate hyperparameter tuning using Bayesian optimization. For better understanding scan the QR code attached and go through the blogs of this project. 1)Convolutional Neural Networks (CNNs) 2)LSTM 3)GRU 4)Transformer Specific requirements for the project include: - Experience with RNN and its application in studying degradation in supercapacitors - Knowledge of supercapacitor models specified by the client - Ability to analyze and interpret data obtained from the study - Excellent communication skills to discuss findings and recommendations with the client The project involves studying ...

I am looking for a consultant with expertise in machine learning for an advanced AI project. They will help with the overall design and architecture of a transformer model used in conjunction with a matching algorithm. The ideal candidate should have experience in the following areas: - Machine learning algorithms and techniques - Data preprocessing and feature engineering - Model selection and evaluation - Deep learning frameworks and architectures - Experience with large datasets and distributed computing - Ability to optimize and fine-tune models for performance The consultant will be responsible for providing guidance and expertise throughout the project, including: - Assisting in project planning and scoping - Recommending suitable machine learning techniques and algorithms...

Project Title: AMP Schematic Platform: Circuit Designer (Like CircuitMaker, Circuitlab, 4PCB, Tinkercad or equivalent circuit designer) Parts list: 1. PEMENOL PWM signal generator $ 12 2. Output MOSFET switch $ 32 3. Low-side MOSFET driver $ 3 4. Power Transformer $ 56 5. Case $ 45 6. High voltage electrolytic capacitor $ 16 7. Diode bridge rectifier $ 3 8. Other parts (wires, pins, switch, power cord, resistors, capacitors $ 10 ___________________________________ Total: $ 177 Here is the link to a Google Sheet with all the...

I am looking for an ...custom resolver or lambda expert wizard to help me manage data for my project. I have the entities and schema in mind as well as a lot of the access patterns but I need help with custom business logic to authorise and deny certain actions based on certain fields and any suggestions on improving the design. Skills and experience needed for this job include: - Familiar with the latest v2 transformer API, including @primaryKey, @index, @hasMany, @hasOne, etc. - Strong knowledge and experience with AWS Appsync/Amplify API - Expertise in designing custom GraphQL schemas - Proficiency in building custom resolvers and lambda functions - Familiarity with scalable applications If you have the necessary skills and experience, please reach out to discuss the projec...

My project is about developing a transformer-based object detection system on a self-driving car. The purpose of the object detection is to optimize the navigation of the vehicle. To achieve this goal, I will use a Faster R-CNN object detector and employ a camera as the primary sensor. This object detector will help improve the safety of the vehicle and enhance object recognition on the road. My goal is to create an object detection system that works efficiently with the self-driving car to optimize its navigation and improve safety.

This is mainly a basic circuit design. I want an undervoltage and overvoltage cutoff circuit for 240V AC mains. The functional requirements are such: Min Voltage: 100V Max Voltage: 290V Max Power drawn: 300W (for eg. 1.2A@250V, or 3A@100V) The input circuit should be cutoff outside the min-max voltage range (variable). Also, it should be a non-relay cutoff. So you can thi...circuit for 240V AC mains. The functional requirements are such: Min Voltage: 100V Max Voltage: 290V Max Power drawn: 300W (for eg. 1.2A@250V, or 3A@100V) The input circuit should be cutoff outside the min-max voltage range (variable). Also, it should be a non-relay cutoff. So you can think of triacs or mosfets or anything else. I want the circuit alongwith the Material list (eg. 12V transformer, dio...

High Voltage Substation Single Line Diagrams I need SLD and substation plan sets as per example in the attached file. I need sets for different combinations of voltage/power. 400/110/30kV for 200 MW, 500 MW, 700 MW, 1000 MW 220/110/30kV for 200 MW, 100 MW, 50 MW 110/30kV for 100 MW, 50 MW, 25 MW You need to attach a list and characteristics of each component used (switchyard, transformer, switchgear, cables, own consumption generator, switchgear, etc) Please provide information on your education, experience and past projects in relation to substation design. Please provide price for each set (SLD and layout)

...for a deep thermal power plant. This model must be exported in such a way that it can be integrated into a website (Joomla) (possibly as augmented reality). The successful freelancer should provide examples of their past work, demonstrating their ability to create intricate and realistic architectural models. 1. An industrial building with a power connection (extra high voltage), generator, transformer, water connection, sewage connection and several air-cooled condensers is to be modeled above the earth's surface. As well as offices and maintenance rooms. 2. Below the building, a vertical deep shaft that is 10 km deep and has a diameter of 12 meters is to be modeled. Tubing elements are indicated on the deep shaft. In the deep shaft there is a vertical goods and a passen...

Need to create an model which can able to generate the text on the basis of the image.

I am looking for a freelancer to implement a self-attention transformer CNN using Python in colab . The project does not require a graphical user interface and the dataset to be used is specifically images. The ideal candidate for this job should have: - Deep learning skills - Strong programming skills in Python - Experience with implementing self-attention transformer CNNs - Familiarity with working with image datasets If you have the required skills and experience, please submit your proposal with relevant examples of your previous work in this field. If you didn't use the self-attention transformer with CNNs please don't offer

...FOR PANEL SIZE 6 Electrical components: 1 x Schneider 28913 - Compact INS160 switch/disconnector - 160 A - 4 pole 1 x Erico 563200 - TD160A Compact Four-Pole Divider 2 x Schneider A9N15658 - STI fuse holder base - 3P+N - 10.3x38 - 500 Vac 2 x Schneider A9N15646 - STI fuse holder base - 1P+N - 10.3x38 - 500 Vac 2 x Selec MFM384-R-C-CE multifunction measuring device 6 x Selec SPCT Ring Current Transformer 62/40 100/5A VA1 CL1 1 x Schneider A9E18327 - Three-phase iIL warning light 3 red leds 110÷230Vac 2 x Schneider A9N18372 - Circuit Breaker C120N 4P C 80A 10ka 1 x Schneider A9F89432 - iC60H 4P C 32A 10ka Circuit Breaker 1 x Schneider A9F89416 - iC60H 4P C 16A 10ka Circuit Breaker 4 x Cabur CB810 - CBD.70 THROUGH CLAMP 1 x Cabur TE820 - TEC.70/D EARTH TERMINAL 8 x SIEMENS th...

Project Description: Wordpress Plugin RSS Aggregator with Chat GPT Integration to Rewrite Text I am looking for a skilled developer to create a Wordpress plugin that will aggregate news RSS feeds and integrate with a chat GPT (Generative Pre-trained Transformer) system to rewrite the text. RSS Feed Aggregation: - The plugin should be able to aggregate news RSS feeds from various sources. - The client has existing sources for the feeds, so the developer will need to incorporate these into the plugin. Chat GPT Integration: - The plugin should integrate with a chat GPT system to rewrite the text from the aggregated RSS feeds. - The developer should have experience with integrating GPT systems into Wordpress plugins. User Interface for Customizing Settings: - The plugin should have ...

We are seeking a highly skilled and motivated Generative AI Developer to join our innovative team. This role will be key in researching, developing, and implementing advanced generative AI models for a variety of applications. The ideal candidate will be well-versed in the latest developments in artificial intelligence, particularly in generative models such as GPT, Transformer models, Variational Autoencoders (VAEs), and Generative Adversarial Networks (GANs). Responsibilities and Duties: Design, implement and maintain state-of-the-art generative AI models. Collaborate with data scientists, machine learning engineers, and other stakeholders to understand requirements and provide AI solutions. Conduct ongoing research to identify new techniques and technologies in generative AI. I...

I am looking for an experienced freelancer to develop a Simulink model of a 500W bi-directional isolated AC/DC converter. T...develop a Simulink model of a 500W bi-directional isolated AC/DC converter. The input voltage range will be 100-240V from the AC side coupled with a 48V DC side from a LiFePo4 battery. No constructed PCB board is required for the simulating circuit. Additionally, the desired output power of the AC/DC converter should be 500W - 600W. The power convertor needs to be isolated using high frequency transformer (small sized) and should be able to provide AC power when Grid fails and charge battery when Grid is avaiable. Battery is expected to be around 500Wh @48V. If you believe you have the necessary skills to complete this project, I would love to hear from you. ...

I am looking for a question generation code using efficient models such as T5 transformer or BERT or ChartGPT2 etc. I need question types that includes True or False, MCQs (with 5 options), matching (7 options) and SAQ. There should be also facility to train the model by importing some sample questions. The interface should contain to receive api request and respond in suitable manner. I am planning to host it in GCloud therefore the apps should be dockerised. Only serious developers with previous experience.

Project Description: We are in need of a skilled freelancer to design and build an off-grid inverter with the following specifications: Output power: 3kW Output voltage: 220Vac pure sinusoidal Input voltage: 48Vdc without transformer Output short circuit protection Input under and over voltage protection Over temperature protection The ideal candidate for this project should have the following skills and experience: - Extensive knowledge and experience in designing and building off-grid inverters - Strong understanding of electrical circuitry and power electronics - Proficiency in programming and firmware development for efficient and reliable operation - Familiarity with battery management systems and solar power integration - Ability to meet project deadlines and deliver a hig...

...substations (Primary and secondary can be separate courses). 11- SCADA Systems design for complete beginners. 12- Lightning system design for electrical engineers. 13- Switchgear course for electrical engineers. 14- Electric drives. 15- Underground cables for electrical engineers. 16- Design of electrical transformers (this course can be divided into several courses, each course for a certain type of transformer). 17- Optimal Economic Dispatch for electrical engineers. 18- Design of grounding systems (earthing systems) 19- Variable frequency drives for electrical engineers. 20- Design of electrical machines like DC machines, induction machines, and synchronous machines (each one can be a separate course). 21- Electric metering for electrical engineers. 22- Becoming an electrician...

Develop a new model using a transformer of deep learning for the classification of hyperspectral images 1. model creation and testing on given 4 datasets of hyperspectral images and generating classification report along with a graph showing accuracy and loss. model must have new ideas not implemented before. 2. documentation of 3 pages on the proposed methodology and experiments part with graphs, tables and block diagram. 3. any modifications/suggestions needed

High Frequency Transformer with MOSFET Requirements: - I am looking for someone who can design a high frequency transformer with MOSFET. - The input voltage range for the transformer should be more than 100V. - The desired output voltage for the transformer should be 12V, 24V, or 48V. - The desired power output of the transformer should be 100W, 500W, or 1000W. Ideal Skills and Experience: - Experience in designing high frequency transformers. - Knowledge of MOSFET technology and its application in transformer design. - Understanding of power output requirements and voltage regulation. - Ability to optimize transformer design for efficiency and performance. - Familiarity with electrical circuit design and simulation software. Please provi...

Please note: you MUST have demonstrated previous experience writing code for ML. I need to convert a github project that is currently using an OpenAI (API) library for ML embeddings to A Hugging Face transformer model (using sentence transformers) that will run locally without an API to generate embeddings. If you think it best, you could use an API (open source). I want to COMPLETELY gut the OpenAI aspects/portions of the code and swap it with hugging face code so that it stays open source. The code is mostly typescript but to me it looks basically like Python. It would be beneficial if you knew Typescript because there are UI changes and packages that seem pretty weird to me (non Typescript person). I don't want any API's making outbound calls without discussin...

...system on here. Up to you) As soon as the Drone images are uploaded, the images should immediately begin rendering into a 3d orthomosaic using photogrammetry. Step 11: User views rendered 3D Orthomosaic Step 12: User can switch to another project to view that 3D Orthomosaic Step 13: Design on 3D orthomosaic This is where the user will be able to measure, place panels, place wiring to the transformer, place transformer, and place the battery (everything should be to scale) This is where a CV model would come into play...you could have it trained to view the proposal and put the proposal on the 3D Render. The model should be able to identify any inaccuracies with the proposal that come up. Step 14: Side-By-Side Proposal viewer. Bottom left icon allows user to see the proposa...

I'm looking for a freelancer to help m...insulated switchgear (GIS) using ANSYS software. I haven't created a model of the GIS yet, but I need some guidance on the dimensions and materials for the components. The main goal of the analysis is to evaluate the performance under normal and short circuit conditions, and compare different switchgear materials. As part of this project, the freelancer will need to build a model of the GIS current transformer, perform the analysis, and interpret the results. This project requires significant experience in the use of ANSYS software, as well as familiarity with the principles and procedures of electromagnetic field analysis. The results of this project will be used to optimize the designs, perform fault diagnosis, and compare differe...

The quality of the power is the focus of this project. total harmonic distortion (THD) is a  term used to describe a rise in power quality. a THD analysis of the ratings for the injection transformer wil be performed usin total harmonic distortion of a voltage signal can be calculated using FFT analysis. we will implement PI controller andANN controller to improve we will look into the design of the dynamic voltae restorer and the various tools that can be employed in this unique operation and multipe switchable modes enhance the power quality of the supply and distribution networks . data will be stored and present in real time on server usin python

...me provide personalized product recommendations and sell energy products (electricity and gas) to my customers. The chatbot should be built to work on Whatsapp, Google Message, and Website platforms. The machine learning bot must be able to manage open questions and answers, no menu/button based! I suggest to use a SaaS pre-trained conversational model like ChatGPT (Generative Pretrained Transformer). I can provide thousands of vocal registrations of user-client conversations that can be transcribed to customize the model on our specific needs. Ideal skills and experience for this job include: - Natural language processing - Artificial Intelligence - Adversarial models - GPT models Some key requirements for the chatbot include: - Ability to provide personalized pr...

I am looking for a freelancer to help me with unmixing hyperspectral data through transformer network implementation using Python. The goal of this project is to estimate endmembers and abundance map of different materials. Skills and experience required: - Expertise in hyperspectral unmixing and transformer network implementation - Proficiency in Python programming language - Strong analytical and problem-solving skills - Experience in estimating abundances from hyperspectral data - Familiarity with anomaly detection techniques The project involves working with an already collected hyperspectral data. However, if the freelancer has experience in collecting hyperspectral data, it would be an added advantage. The deliverables of this project include a well-documented code...

Do you know why am measuring resistance ACROSS differential pairs? (eg. between pins 2 and 6) Help debugging a PCB with ethernet port (support over chat)

I am looking for a freelancer who can modify a PyTorch deep learning repo to generate sequences instead of classifying them. The code currently works with text data and audio, and the desired output format is plain text or audio. Ideal skills and experience for this project include: - Proficiency in PyTorch - Experience with deep learning algorithms - Familiarity with workin...classifying them. The code currently works with text data and audio, and the desired output format is plain text or audio. Ideal skills and experience for this project include: - Proficiency in PyTorch - Experience with deep learning algorithms - Familiarity with working with text data - Ability to modify existing code to meet project requirements. -Experience with Seq2Seq, Encoder/Decoder, and Transformer arc...

I am in need of an experienced electrical engineer who can assist me with my Medium Voltage Step up Transformer protection project. The project involves the following: Voltage Rating: - The transformer has a voltage rating of 10-20 kV. Protection System: - Both overcurrent and differential protection systems are required to ensure the safety and reliability of the transformer. Preferred Brand: - No brand preference has been specified. Ideal Skills and Experience: - Strong background in electrical engineering and transformer protection systems. - Experience in designing and implementing overcurrent and differential protection systems. - Familiarity with various protection relay brands and their capabilities. - Ability to work independently and deliver quality...

I am looking for a skilled developer to add a Transformer encoder after VGG-16 in order to perform object detection on a custom dataset. The ideal candidate will have experience with deep learning frameworks and object detection algorithms. Specifically, the project requires: - Integration of Transformer encoder after VGG-16 for object detection - Use of custom dataset for training and validation - Implementation of appropriate deep learning frameworks and object detection algorithms Please note that the number of layers for the Transformer encoder was not specified.