Keras dense example işler

Kaggle dan sınıflandırma üzerine bir dataset seçilecek. 1. Size tahsis edilmiş veri setini, tanımlanmış sınıflandırma problemini çözmek için Training, Validation ve Test olmak üzere üçe ayırın. 2. İlk olarak “common sense baseline” denilen ve tasarladığınız modelin yenmesi gereken ve basit bir mantıkla üretilen minimum başarı oranını belirleyin ve açıklayın. 3. Keras ortamında kendinize ait bir Convolutional Neural Network (CNN) modeli tasarlayın. 4. komutuyla modelinizdeki katmanların çıktısını görüntüleyin. 5. Modeli eğitin ve eğitim sırasında Training Loss ve Validation Loss grafiğini ve Training Accuracy ve Validation Accuracy grafiğini çizdirin. Bu grafikten overfitting durumun...

- python dili ile deep learning uygulaması yapılacak. tensorflow ve keras kütüphaneleri kullanılacak. -elimde bazı görüntüler var. bu görüntülerde toplam 5-6 sınıfa ait nesneler var. -resim üzerindeki nesneler sınıflandırılacak.

tek bir örnek anylogic programinda yapilip raporlanicak. 2 sayfa rapor yeterli. Programa az biraz hakim olan birine, benim örnegim oldukca kolay gelicektir

I'm looking for a skilled video editor to create a project similar to the example video provided here: Here’s what I’ll provide: - The lyrics for the video. - Video clips to be used. - Background music. Your role would be to: - Edit the video by combining the clips, music, and lyrics so they sync seamlessly. - Ensure the final product has a style and feel similar to the example video. If you can replicate this style and bring the project to life, I’d love to work with you! Please share examples of similar work if available. We would start with this project. From there, I would want you to create between 1 - 5 videos monthly.

...systems** and **smart contracts**. - Optimize AI algorithms for performance and scalability. - Collaborate with the development team to implement no-code AI tools. - Document the development process and technical details. --- ### **Requirements:** **✅ Must-Have:** - 3+ years of experience in **AI/ML development**. - Proficiency in frameworks such as **TensorFlow**, **PyTorch**, and **Keras**. - Strong programming skills in **Python** (preferred) or **JavaScript**. - Experience in developing and deploying machine learning models. - Familiarity with handling large datasets and data pipelines. **✨ Nice-to-Have:** - Basic understanding of **blockchain technology** and smart contracts. - Experience with **no-code/low-code platforms**. - Knowledge of clou...

I'm seeking a data scientist with robust machine learning expertise specifically in the area of classification. The project will primarily involve dealing with text data. Key Responsibili...a data scientist with robust machine learning expertise specifically in the area of classification. The project will primarily involve dealing with text data. Key Responsibilities: - Apply machine learning techniques to classify text data. - Interpret the results and provide insights. Ideal Skills: - Proficient in Python or R. - Experienced with libraries such as scikit-learn, TensorFlow or Keras. - Strong background in natural language processing (NLP) would be a plus. Experience: - Prior experience with text data classification. - Evidence of successful machine learning projects in ...

...model is advised. Modeling 1. Train a GARCH(1,1) or GARCH(2,1) model on the logarithmic returns time series. 2. Use the predicted volatility as an input feature for the LSTM model. 3. Create time sequences for the LSTM model using a sliding window technique. 4. Incorporate GARCH predictions as an additional feature. • LSTM Layer: Include one or more layers with dropout to reduce overfitting. • Dense Layer: Output the positive and negative volatility for the next 10 days. Output • Predicted volatility for the next 10 days. • Use GARCH predictions as a foundational feature and allow LSTM to capture complex and non-linear patterns. Phase 3: Matching with DTW (Dynamic Time Warping) Preparation • Compare the predicted volatility sequence (LSTM + GARCH) with...

...experienced developer for an AI deep learning stock program. The ideal candidate will have relevant experience in stock program development and deep learning. Key Requirements: - Proven track record in AI and deep learning applications, particularly in stock market - Excellent programming skills - Ability to integrate various data sources Ideal Skills: - Proficiency in Python with TensorFlow, R with Keras, or C++ with PyTorch - Strong understanding of stock market dynamics - Experience with real-time market data, historical stock data, and news and social media feeds Please note, only developers with relevant experience in AI deep learning stock program development are allowed to participate. Explaining how to create an **AI-based stock prediction program** to a developer who...

...Validation: Testing and validating the model to generate results, including metrics like accuracy, sensitivity, and specificity. Deliverables: Fully functional code (Python/TensorFlow/Keras, Google Colab preferred). Final results and visualizations (accuracy metrics, confusion matrix, etc.). Proper documentation of the steps and methodology. I have an example Google Colab notebook that can be shared as a starting point. The preferred deadline is Monday, January 13, but I can extend the timeline slightly if additional time is needed to ensure quality results. Skills Required: Expertise in Python, TensorFlow/Keras, and deep learning. Experience with GANs and CNNs, particularly in medical imaging or related fields. Familiarity with Google Colab and handling large dat...

I'm in need of a service that can provide an image, a definition, and an example sentence for a significant number of words (more than 100). This is for the American Language Course, which is a book used to teach English to international military students. These words will be provided by me in sections. I have attached an PowerPoint example for section 7.1. Key Requirements: - Ability to source or create suitable images for each word. Any type of image is acceptable (stock images, custom illustrations, etc.) just as long as it appropriately represents the word. Preferably realistic. ChatGPT works. - Strong understanding of language to craft clear, concise definitions and example sentences. - Creativity and resourcefulness in finding or creating engaging and rel...

Saya sedang menanam jagung , untuk mendapatkan hasil yang di inginkan tentu harus dengan kerja keras, yaitu seperti perawatan yang maksimal, pemupukan yang sesuai dengan standar yang telah di tentukan

I'm in need of a Keras model that can effectively detect faults in industrial machinery by analyzing noise generated by these machines. The model should classify time series data into three categories: Fault A, Fault B, or Normal. Key Requirements: - The model will work with time series data of length 150. - The goal is to identify faults as early as possible. - The model should be able to maximize the total score based on detection accuracy: each correctly identified fault earns 1 point, while each misidentified fault deducts 1 point. Data Overview: - The training dataset contains approximately 400 time series recordings, while the testing dataset has around 1000. Please note that the testing dataset includes all the data from the training set. - All data is in the form of n...

...secure database for colleges and user data. 6. Optimize search functionality for speed and relevance. 7. Ensure seamless backend and frontend integration with APIs. 8. Students should have a login dashboard to check their application status Required Skills: Frontend: HTML, CSS, JavaScript, React.js/Angular/Vue.js. Backend: Node.js/Django, API development (REST/GraphQL). AI: Python, TensorFlow/Keras, recommendation systems. Database: MySQL, MongoDB, cloud-based storage. Tools: Git, AWS/GCP, Docker/Kubernetes. Preferred: Experience in EdTech platforms, SEO, and payment gateways....

...the effects by motion should not be analyzed by this subject.’’ The whole presentation is 1 hour long, and this part, as I have divided it into 3 sections, is the remaining portion:


CT Artifacts * Metal Artifacts: * Causes: Orthopedic implants, dental fillings. * Impact: Streak artifacts on CT, affecting PET/SPECT attenuation correction. * Beam-Hardening Artifacts: * Causes: Dense tissues or materials (bones). * Effect: Distortion of attenuation correction maps. * Motion Artifacts (Briefly, 1 min): —> because of whats written and the end of the subject * Impact: Blurred images and misaligned CT-PET maps. Impact on SPECT/PET Image Quality * Attenuation correction errors propagate into PET/SPECT reconstructions. * Case studies: ...

I'm looking for a graphic designer who can create a series of inspirational quotes, tailored for social media. The project is titled 'hidup keras', which translates to 'hard life' in English. This title serves as a theme, suggesting that the quotes should resonate with people facing challenges and looking for motivation. Key Responsibilities: - Design visually appealing graphics featuring inspirational quotes. - Ensure the quotes are suitable for various social media platforms. - Maintain a consistent aesthetic throughout the project. Ideal Skills: - Proficient in graphic design software. - Strong understanding of social media trends and aesthetics. - Ability to convey deep emotions through design. Please provide samples of your previous work with inspi...

I'm seeking an experienced data scientist with LSTM (Long Short-Term Memory) model expertise to help me develop an anomaly detection system. The model will be analyzing the movement data of dogs, specifically looking for an...develop an anomaly detection system. The model will be analyzing the movement data of dogs, specifically looking for any unusual patterns or behaviours. Key details: - The data is stored in CSV files. - The primary purpose of the model is to identify anomalies in the movement of dogs. Ideal skills and experience: - Proficient in Python and its data science libraries (Pandas, NumPy, TensorFlow, Keras). - Extensive experience with LSTM models and anomaly detection. - Strong understanding of working with time series data. - Experience in handling and proces...

...a hill station town renowned for its coffee, dense forests, and lush greenery. Our coffee powder and beans are crafted using high-quality coffee sourced either from our own farm or from local farmers in the surrounding area. The coffee is traditionally prepared by members of our household in a natural, preservative-free way, ensuring an authentic and homegrown essence. Our tagline is: “From our farms, to your cup.” We are looking for a talented designer to create a simple yet elegant logo and visually appealing packaging design for our coffee pouches. Both the logo and packaging should reflect: • The authenticity and nativity of our region. • The natural, homegrown, and preservative-free essence of our coffee. • The lush greenery and dense ...

...the effects by motion should not be analyzed by this subject. ’’

The whole presentation is 1 hour long, and this part, as I have divided it into 3 sections, is the remaining portion:


 CT Artifacts * Metal Artifacts: * Causes: Orthopedic implants, dental fillings. * Impact: Streak artifacts on CT, affecting PET/SPECT attenuation correction. * Beam-Hardening Artifacts: * Causes: Dense tissues or materials (bones). * Effect: Distortion of attenuation correction maps. * Motion Artifacts (Briefly, 1 min): —> because of whats written and the end of the subject * Impact: Blurred images and misaligned CT-PET maps. — Impact on SPECT/PET Image Quality— * Attenuation correction errors propagate into PET/SPECT reconstructions. *...

Pada abad kekosongan hiduplah seorang bayi yg lahir di Ngawi utara diberi nama ambashall sejak kecil lingkungan ambashall memang keras dan banyak sekali perampokan yg terjadi yang membuat ambashall terbiasa dalam hal kekerasan namun sejak kematian sang ayah nya yang seorang kapten kapal bajak laut yg kapal nya karam setelah diterjang badai petir yg sangat besar membuat dia memiliki minat dengan dunia bajak laut di awal ambashall membeli kapal dari seorang bajak laut yg pensiun lalu ambashall mengumpulkan para anak buah nya saat mencari anak buah dia menemui seorang yg tergeletak di pinggir pantai dia lalu dia mengobatinya dan ternyata dia adalah navigator handal yg kapalnya hancur ketika Ditembak dengan kapal bajak laut lain setelah 3 tahun dia berhasil mengumpulkan banyak anak buah...

kepada tujuan diri anda dan jangan mengambang tujuan anda keras dan kerja cerdas orang" yang tidak bermanfaat untuk anda ada dalam kesulitan berusaha lah untuk mencari jalan solusinya jangan langsung menyerah ke uangan anda dengan bijak punya gaya hidup yang mewah sebelum anda menjadi orang yang sukses terlalu bangga untuk di puji seseorang teman yang bisa membantu anda untuk kerja sama terlalu percaya kepada orang di sekitar anda lah dari zona nyaman mu

...License: Ensures access to high-quality tools and HDRP/URP support for optimized visuals. Prefab Library: Pre-made structures and environmental designs to speed up development. --- Region-Specific Details 1. Start Zone: Beach & Jungle Transition Theme: A tranquil starting point where the player awakens. Represents rebirth and survival. Visual Design: Sandy beaches transitioning into a dense jungle. Shipwreck remnants scattered along the shore. Vibrant greenery with simple terrain to ease navigation. Gameplay Objectives: Introduce core mechanics: gathering, crafting, survival, and exploration. No combat initially, focus on resource collection and small puzzles. Key Locations: Shoreline Shipwreck: First source of items and lore. Jungle Clearing: Hidden shri...

...experience in Machine Learning to design and deliver a practical 12-week course aimed at participants who want to acquire market-ready skills. Proven expertise in Machine Learning, especially in areas such as predictive modeling, data processing, and supervised/unsupervised learning. Previous experience as a trainer or course designer (online or in-person). Proficiency in tools like Python, TensorFlow, Keras, Scikit-learn, or similar. Ability to clearly explain complex concepts in a practical and approachable manner. Strong teaching skills and a focus on active learning. Must be fluent in Spanish (spoken and written). Design a 12-week structured course with theoretical and hands-on modules. Provide real-world examples and practical projects to ensure skill application. Optiona...

...18, PYNQ version 3.0.1, Vitis AI version 2.5, and TVM version 0.19. 1. TensorFlow Model Conversion Error While following the example (), to convert a TensorFlow AI model into a relay model, we encountered an error using the function tvm.relay.frontend.from_tensorflow: "TypeError: dense() got an unexpected keyword argument 'grad_a'". It appears that this issue arises due to differences in argument handling as TensorFlow evolved from version 1 to version 2 (). We need confirmation on whether our understanding is correct and a validated code example to load AI models trained and saved as TensorFlow 2 saved models and convert them into relay models. 2. Building TVM Runtime

### **The Root of Damnation** In the quiet village of Black Hollow, an ancient church stood at the edge of a dense forest. The townsfolk rarely ventured there, for looming over the churchyard was an ominous tree. Its bark was blackened and twisted, its gnarled branches like skeletal arms clawing at the sky. The tree was said to be cursed—born from the ashes of a witch burned centuries ago on the very church grounds. The church itself was no refuge; it was whispered to be the witch’s prison. Her final curse had trapped her spirit, forcing her to haunt both tree and stone. One stormy night, a group of teenagers dared each other to enter the church. Among them was Eleanor, the daughter of the town’s preacher, determined to prove the superstitions were nonsens...

### **The Root of Damnation** In the quiet village of Black Hollow, an ancient church stood at the edge of a dense forest. The townsfolk rarely ventured there, for looming over the churchyard was an ominous tree. Its bark was blackened and twisted, its gnarled branches like skeletal arms clawing at the sky. The tree was said to be cursed—born from the ashes of a witch burned centuries ago on the very church grounds. The church itself was no refuge; it was whispered to be the witch’s prison. Her final curse had trapped her spirit, forcing her to haunt both tree and stone. One stormy night, a group of teenagers dared each other to enter the church. Among them was Eleanor, the daughter of the town’s preacher, determined to prove the superstitions were nonsens...

I'm in need of a seasoned AI developer to build an advanced software so...incorporate a user-friendly interface into the solution. Specifics of the Project: - The AI solution needs to be compatible with Whole Slide Images (WSI). - The training of the AI model will be conducted using raw images without annotations. Ideal Skills and Experience: - Deep Learning Frameworks: The ideal candidate will have a strong background in using frameworks such as TensorFlow, PyTorch, or Keras. - Model Development: Hands-on experience with Convolutional Neural Networks (CNNs) and Transfer Learning is a must. - UI/UX Design: Prior experience in user interface design is an advantage. This project is a unique opportunity to contribute to a critical health solution, and I look forward to seeing ...

This is for a food catering service. Looking at the logo should evoke a craving and create an irresistible urge to order the food. I want the logo to look very similar to the example provided. The main difference is that instead of "YummyPella," it needs to say "YummyPaella" with an "a" between P and e. Maintain the current look and feel. Additionally, create a version of the logo that includes only the letter "Y" and the shrimp on top. The deliverables include both logos in HD, in photoshop with layers and a version in black and another in white.

...pendidikan tinggi di Indonesia. Salah satu targetnya adalah menjembatani gap antara penelitian akademis dan kebutuhan dunia nyata, agar generasi muda bisa langsung merasakan dampaknya. Anak Muda Harus Tahu: Stella Adalah Inspirasi Banget! Kalau kamu butuh sosok role model, Prof. Stella Christie adalah jawabannya. Bayangkan, beliau pernah memulai kariernya sebagai mahasiswa biasa, lalu dengan kerja keras dan dedikasi, berhasil menjadi salah satu ilmuwan top di bidangnya. "Jangan takut bermimpi besar,” adalah salah satu pesan yang sering Stella sampaikan dalam berbagai forum. Ia percaya bahwa anak muda Indonesia punya potensi luar biasa, hanya butuh dukungan dan akses yang lebih baik untuk bersinar. Fokus Stella: Pendidikan Tinggi yang Keren dan Relevan Sebagai Wakil...

...Report: A detailed report including: Problem definition and project scope. Dataset description and preprocessing steps. Model architecture and training methodology. Results and evaluation metrics. Challenges faced and solutions implemented. Requirements: Strong experience in machine learning and deep learning, specifically in CNNs. Proficiency in Python and relevant libraries (e.g., TensorFlow, Keras, OpenCV). Knowledge of real-time inference techniques. Experience in working with gesture recognition or sign language projects is a plus. Additional Information: The project should be completed with clean and modular code. Detailed comments and documentation within the code are essential. The freelancer should be available for discussions and feedback sessions....

...baca untuk diri kita sendiri,berjuang dalam kehidupan harus ada pada diri kita,rasa semangat harus ada setiap hari nya. Apa yang kita impikan bisa jadi kenyataan apabila kita terus berusaha tanpa kenal lelah,seperti dalam cerita novel yang saya baca,setiap orang yang berusaha sungguh sungguh maka akan mendapatkan hasil yang memuaskan,kita bisa mencontoh orang orang yang sukses dengan terus bekerja keras dan terus bersemangat dalam hidupnya. Hal ini saya rasakan ketika saya mengalami rasa sakit,saya terus berusaha untuk sembuh karena sejati nya sehat itu mahal,saya terus mencari kesembuhan lewat mencari dokter untuk berobat,dan konsisten dalam menjalani masa berobat kemudian penyembuhan,dan pada akhirnya kesembuhan pun datang di kehidupan saya,saya sangat merasa bahagia atas kesem...

I am looking for a data scientist and a writer with experience in machine learning, particularly with Bi-directional LSTM deep learning algorithms. Your task will be to write an article suitable for journal publication on air pollution prediction using PM2.5 ...should be as beginner friendly as possible to avoid suspision. the journal/article should be published in websites where more b tech final year students upload their article not on some international websites except google scholar,springer,etc should be completed within a time span of 20 days Ideal candidates will have: - Proficiency in Python and familiarity with libraries such as TensorFlow or Keras. - Experience with data visualization tools. - Strong academic writing skills. - Previous publication in a scientific journal ...

...Report: A detailed report including: Problem definition and project scope. Dataset description and preprocessing steps. Model architecture and training methodology. Results and evaluation metrics. Challenges faced and solutions implemented. Requirements: Strong experience in machine learning and deep learning, specifically in CNNs. Proficiency in Python and relevant libraries (e.g., TensorFlow, Keras, OpenCV). Knowledge of real-time inference techniques. Experience in working with gesture recognition or sign language projects is a plus. Additional Information: The project should be completed with clean and modular code. Detailed comments and documentation within the code are essential. The freelancer should be available for discussions and feedback sessions....

...performance using metrics like accuracy, precision, and recall, comparing results with expert dental evaluations. Dataset: The dataset consists of high-resolution IOPA X-ray images collected from dental clinics, formatted as JPEG/PNG files. Preferred Skills: Experience with Python, TensorFlow, or PyTorch Knowledge of computer vision and medical imaging Familiarity with tools like OpenCV, Keras, or similar frameworks Experience in preprocessing and working with radiographic images is a plus Budget: Open to proposals, looking for a cost-effective solution. Timeline: We expect the project to be completed within 3-5 weeks. Deliverables: A fully functional model for root canal detection Documentation on implementation, usage, and model evaluation Sou...

Berikut adalah deskripsi lengkap tentang freelance: Definisi Freelance adalah pekerjaan independ...Buat portofolio yang menarik. 3. Berikan pelayanan yang baik. 4. Komunikasikan dengan klien secara efektif. 5. Terus belajar dan berkembang. 6. Manfaatkan platform freelance. 7. Jaga kualitas kerja. 8. Atur waktu dan prioritas dengan baik. Persyaratan 1. Usia minimal 18 tahun. 2. Keterampilan teknis sesuai bidang. 3. Pengalaman kerja (opsional). 4. Pendidikan yang relevan (opsional). 5. Perangkat keras dan lunak yang memadai. 6. Koneksi internet yang stabil. Sumber Daya 1. Situs web freelance. 2. Buku tentang freelance. 3. Kursus online. 4. Komunitas freelance. 5. Blog tentang freelance. Apakah Anda ingin tahu lebih lanjut tentang freelance atau membutuhkan bantuan memulai karir fr...

...kertas. Hal ini membuat proses daur ulang menjadi sulit dan berdampak buruk pada lingkungan. Tujuan: Membuat tempat sampah pintar (smart trash bin) yang bisa mengenali jenis sampah secara otomatis dan membantu masyarakat memilah sampah dengan lebih mudah. Tim Proyek: 1. Thea (Koordinator Proyek): Mengatur jadwal, distribusi tugas, dan evaluasi hasil. 2. Ardian (Teknisi): Mendesain perangkat keras seperti sensor dan komponen elektronik. 3. Ashrafi (Programmer): Menulis program untuk algoritma pengenalan jenis sampah. Tahapan Proyek: 1. Penelitian Awal: Melakukan survei kepada warga tentang kebiasaan membuang sampah. Mempelajari teknologi sensor yang mampu membedakan bahan sampah (misalnya sensor warna atau logam). 2. Desain Prototipe: Membuat desain awal tempat sa...

...executing AI models compiled with TVM using the Vitis AI DPU. The tools and versions currently being used are as follows: • PYNQ: Version 3.0.1 • Vitis AI: Version 2.5 • TVM: Version 0.19 Below are the issues we need help resolving: 1. TensorFlow Model Conversion Error Following the example (), when converting a TensorFlow AI model into a relay model using the tvm.relay.frontend.from_tensorflow function, we encounter the error: "TypeError: dense() got an unexpected keyword argument 'grad_a'." We believe this issue arises because of differences in TensorFlow model arguments introduced with the transition from TensorFlow 1 to TensorFlow 2 (). Additionally, it seems that the

Berikut adalah deskripsi lengkap tentang freelance: Definisi Freelance adalah pekerjaan independ...Buat portofolio yang menarik. 3. Berikan pelayanan yang baik. 4. Komunikasikan dengan klien secara efektif. 5. Terus belajar dan berkembang. 6. Manfaatkan platform freelance. 7. Jaga kualitas kerja. 8. Atur waktu dan prioritas dengan baik. Persyaratan 1. Usia minimal 18 tahun. 2. Keterampilan teknis sesuai bidang. 3. Pengalaman kerja (opsional). 4. Pendidikan yang relevan (opsional). 5. Perangkat keras dan lunak yang memadai. 6. Koneksi internet yang stabil. Sumber Daya 1. Situs web freelance. 2. Buku tentang freelance. 3. Kursus online. 4. Komunitas freelance. 5. Blog tentang freelance. Apakah Anda ingin tahu lebih lanjut tentang freelance atau membutuhkan bantuan memulai karir fr...

...feelings of fatigue, headaches, and difficulty concentrating. Drinking a glass of water as soon as you wake up can help rehydrate your body and kickstart your metabolism. Hack #6: Eat a Nutritious Breakfast Eating a healthy breakfast can provide you with the energy and nutrients you need to tackle your day. Include protein, complex carbohydrates, and healthy fats in your breakfast for a nutrient-dense meal. Hack #7: Avoid Screens for at Least 30 Minutes The blue light emitted from screens can suppress melatonin production and make it harder to fall asleep. Avoiding screens for at least 30 minutes in the morning can help you start your day on a more positive note. Hack #8: Use Music to Boost Your Mood Listening to music that you enjoy can boost your mood and energy levels. C...

I'm looking for a website designer who can create a multi-page layout similar to Example A, specifically incorporating its layout structure. Key Requirements: - Ability to mimic the layout structure of Example A - Expertise in multi-page website design - Familiarity with responsive design principles to ensure the site is mobile-friendly Ideal Skills and Experience: - Proven track record of website design - Strong understanding of layout structures and design principles - Ability to deliver high-quality, visually appealing designs

I want to create a few lines of code related to a PineScript TradingView strategy based on one TradingView indicator. Basically, I need the and the based on conditions that I will provide. Please, only answer if you have experience in TradingView and PineScript.

Spyglas,VCS,DC,DFT,Verdi,Catapult,Synplify,VerilogXL,Virtuoso,Xcelium,Spectre,Allegro,Vivado,Quartus,ModleSim, Matlab,Octave,Signal Generator,Logic Analyzer,Anaconda,Tensorflow,Keras,Darknet ,notepad++. Language mastery: Verilog,SystemVerilog,UVM,C,C++,VHDL,Python,Firmware etc. Familiar with using: Linux, Windows,Unix,MS-DOS,FreeRTOS. PreviousFields: AISC/IP/IC design,SOC design/verification,FPGA Design/Verification and debugging,AI (especially deep learning),complex digital systems,complex communication systems,mixed digital and analog systems. Work experience focused in Beijing China 5+ years of ASIC experience and 10+ years of FPGA experience, experienced Senior Technical Lead with a demonstrated history of working in the semiconductors industry. Part of 5+ tape outs....

I'm seeking a humorous narrative from my cat's perspective. The story should highlight his characteristics - smooth, dense gray fur, long wagging tail - and his endearing antics, like tail-wagging when called. Ideally, you have a knack for cat humor and can create an engaging and funny description of his life.

...Proposed Approach: Comprehensive explanation of our solution, including methodologies, deep dives into specific activities, and example deliverables. Team Details: Profiles of the team members proposed for the project. Costing: Clear and transparent project cost breakdown. Template Utilization and Flexibility: Develop the system to work with our existing templates and eventually evolve to generate proposals independently of pre-designed templates. Deliverables and Milestones Milestone 1: RAG Enhancements and Azure Integration Enhance existing RAG implementation with the latest advancements: Audit Existing System: -Review retrieval methods (e.g., sparse, dense, hybrid).Analyze current ranking and indexing strategies. -Assess generation ac...

...data. Provide clear documentation of the model development process, including data preprocessing, model architecture, and evaluation. Collaborate with our team to integrate the prediction model into a gold trading website. Requirements: Proven experience in machine learning and deep learning, specifically in time-series forecasting. Proficiency in Python and libraries such as TensorFlow, PyTorch, Keras, or equivalent. Experience with financial or commodity price prediction models is a plus. Strong knowledge of data preprocessing techniques for time-series data. Ability to explain and document technical concepts clearly. Familiarity with concepts like LSTM, GRU, or SGRU is preferred. Strong problem-solving skills and attention to detail. Deliverables: A trained and validated gol...

...kertas. Hal ini membuat proses daur ulang menjadi sulit dan berdampak buruk pada lingkungan. Tujuan: Membuat tempat sampah pintar (smart trash bin) yang bisa mengenali jenis sampah secara otomatis dan membantu masyarakat memilah sampah dengan lebih mudah. Tim Proyek: 1. Thea (Koordinator Proyek): Mengatur jadwal, distribusi tugas, dan evaluasi hasil. 2. Ardian (Teknisi): Mendesain perangkat keras seperti sensor dan komponen elektronik. 3. Ashrafi (Programmer): Menulis program untuk algoritma pengenalan jenis sampah. Tahapan Proyek: 1. Penelitian Awal: Melakukan survei kepada warga tentang kebiasaan membuang sampah. Mempelajari teknologi sensor yang mampu membedakan bahan sampah (misalnya sensor warna atau logam). 2. Desain Prototipe: Membuat desain awal tempat sa...

Need to create a new website this is my current website and this is example I want the same Quality like example all graphics needs to be like the example as well write " GREEN " in your bid if u can do

I'm looking for an expert in neural networks for a predictive modeling project. The focus will be on working with structured data, specifically tabular data. The ultimate goal is to develop a model that can generate regression values. Ideal Skills: - Proficiency in neural networks and predictive modeling - Experience with structur...modeling project. The focus will be on working with structured data, specifically tabular data. The ultimate goal is to develop a model that can generate regression values. Ideal Skills: - Proficiency in neural networks and predictive modeling - Experience with structured, tabular data - Skills in generating and interpreting regression values - Familiarity with Python and libraries like TensorFlow or Keras - Strong statistical analysis and problem...

I'm looking for a professional with significant experience in PHP and Elastic Search optimization. The main goal is to speed up search response times for a dataset exceeding 10 million records, primarily consisting of product data and image data. Key Requirements: - In-depth knowledge of Elastic Search, KNN, and Dense Vector. - Proven experience handling large datasets. - Proficiency in PHP. - We use OpenAi OpenClip to generate 512 product dense vector but the search is extremely slow Your task will be focused on: - Enhancing the speed of search response times. - Ensuring the system can handle the scale of data effectively. I look forward to your proposals, ideally from those who have handled similar projects in the past.

Project goal To isolate, clean, and group various elements from a dense vector illustration for improved usability. Scope of work - Isolate individual elements from a complex vector illustration. - Clean the vector from unnecessary parts and clarify details. - Group isolated elements into categorically similar vectors. I have attached an image which is similar to the one we will need. It is not decided yet which one we will take.

...through experimentation, hyperparameter tuning, and model evaluation Stay updated with the latest AI and machine learning research trends to apply cutting-edge technologies and techniques. Implement best practices in coding, version control, and continuous integration for AI/ML projects. Required Skills & Qualifications: Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Keras, Scikit-learn). Troubleshoot and resolve issues related to machine learning models and AI applications Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field Strong proficiency in programming languages such as Python, Java, or C++ Solid understanding of AI techniques, including supervised and unsupervised learning, reinforcement ...