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Real-Time Object Detection TensorFlow Model

$250-750 USD

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Disiarkan sekitar 1 bulan yang lalu

$250-750 USD

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I am seeking a skilled professional who can take an existing caffe model and convert it into an efficient object detection TensorFlow model with the following requirements: - Implement the model in Python: As my preferred programming language is Python, the model should be implemented in this language. - Surveillance Application: The primary application of the model is surveillance. This means that the model should be designed to be used in a surveillance context. - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance through mAP, F1 score, and frames per second (FPS) analysis. This will help us gauge the model's accuracy and speed, two critical factors in its effectiveness. - Model Explanation: Offer an in-depth explanation of the model architecture. I would like to understand the internal workings of the model and how it detects objects in real-time. Ideal candidates for this project should have: - Strong TensorFlow expertise: The professional should be well-versed in TensorFlow and have experience in converting models from other frameworks to TensorFlow. - Object Detection Experience: A history of working on object detection models is crucial. Experience in surveillance applications would be a plus. - Strong Python Skills: Given that the model should be implemented in Python, the professional should have excellent Python skills. - Real-Time Processing Understanding: A good grasp of real-time processing requirements and implementations for machine learning models.
ID Projek: 38005056

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31 pekerja bebas membida secara purata $457 USD untuk pekerjaan ini
Avatar Pengguna
I am a TensorFlow expert with strong Python skills and a history of working on object detection models. I can efficiently convert the existing caffe model into a real-time object detection TensorFlow model for surveillance applications. My expertise includes providing comprehensive performance evaluation through mAP, F1 score, and FPS analysis, along with clear explanations of the model architecture.
$637 USD dalam 5 hari
5.0 (176 ulasan)
7.8
7.8
Avatar Pengguna
Greetings, Thank you for considering my application for this project. As an AI Engineer and Developer with over 8+ years of experience, I bring a wealth of knowledge and expertise in the field of Deep Learning. I have carefully reviewed the project description and am eager to discuss your specific needs and requirements in more detail. My commitment is to provide dedicated support and consistent follow-up throughout the project's lifecycle. Please feel free to reach out to me to further discuss how I can contribute to the success of your project. Looking forward to the opportunity of working together. Best regards, KuroKien
$250 USD dalam 1 hari
4.9 (222 ulasan)
6.6
6.6
Avatar Pengguna
Hello, How are you? I have 6+ years experience in Machine Learning, Deep Learning and NLP. I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.
$500 USD dalam 15 hari
4.9 (24 ulasan)
6.0
6.0
Avatar Pengguna
I am excited to submit my proposal for the conversion of your existing Caffe model into an efficient object detection TensorFlow model tailored for surveillance applications. With my expertise in TensorFlow, object detection, and real-time processing, I am confident in my ability to meet and exceed your project requirements.
$500 USD dalam 7 hari
4.9 (101 ulasan)
6.1
6.1
Avatar Pengguna
Hi, My name is Seyed Amirreza, an AI expert with extensive experience in machine learning, Python, image processing and video processing. I have almost 4 years of experience in Machine Learning/Deep Learning algorithms. I can implement various types of Artificial Intelligence, Bayesian Networks, Deep Networks, and other algorithms including yours with Python (using scikit-learn, TensorFlow and Pytorch). I have worked some well-known models like, YOLO, RCNN, Fast-RCNN, Faster-RCNN, U-net(including different backbones; resnet, pspnet), Deeplab (v1, v2, v3, v3+ versions), and etc. Also, I have done artificial intelligence algorithms including, computer vision, GAN (DCGAN, CGAN), segmentation models (U-net, Deeplab) and etc, with Python. My track record of success with similar projects is proof that I can deliver results quickly and accurately. Please feel free to contact me if you have any questions or would like more information about me or my skills. I can provide the requirements with minimum time and cost.
$400 USD dalam 1 hari
5.0 (14 ulasan)
5.4
5.4
Avatar Pengguna
Hey there! Picture this: your project, but even better. I've got skills that'll make your ideas sing and your goals soar. Let's chat and make some awesomeness happen together. Trust me, it's gonna be epic!
$500 USD dalam 6 hari
5.0 (14 ulasan)
4.8
4.8
Avatar Pengguna
Hello ,I hope this message finds you well. I will be able to help you with your project. I read through the description and it sounds like I am just the right person for it. I have the right skill set with sophisticated experience in Machine Learning,Deep Learning ,Data Science , Data Cleaning & Preprocessing ,Data Analysis , Data Visualizations using Matplotlib & Seaborn , NLP . I graduated from Faculty of computers & AI , i was specialized from AI major. As a next step I would like to discuss some further questions with you over the chat or a call. Further, I am in the preferred Freelancer program, making me part of the top 3% on the platform. Many successful past projects can be seen on my profile page. Thanks in advance
$250 USD dalam 7 hari
5.0 (27 ulasan)
4.8
4.8
Avatar Pengguna
Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences in object detection with image dataset. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$250 USD dalam 3 hari
4.7 (8 ulasan)
4.8
4.8
Avatar Pengguna
With my strong background in Artificial Intelligence and Machine Learning, as well as my 5 years of experience in Real-Time object detection and similar projects, I know I am the right fit for your endeavor. Not only do I possess thorough knowledge of TensorFlow, including the unique skill to convert models from other frameworks into TensorFlow, but Iam also well-versed in Python. In fact, Python is my preferred language to program in, aligning perfectly with your project's preference for python implementation. Moreover, my understanding of real-time processing requirements for ML models is highly advanced and has been demonstrated manifold times across various projects I have delivered promptly. This includes comprehensive evaluation of the model's performance through accurate mAP, F1 Score & FPS analysis which you are looking for; this has always been part of my standard project deliverables. Furthermore, I have prior experience in surveillance applications as well as converting complex models into practical solutions. My prime focus has always been client satisfaction along with delivering high-quality- high accuracy solutions within strict deadlines. All these factors combined makes me confident that I can not only deliver the TensorFlow model you need flawlessly but equally important offer you a detailed model explanation that would help you understand its architecture and functioning completely.
$500 USD dalam 7 hari
4.9 (6 ulasan)
3.9
3.9
Avatar Pengguna
Hi. How are you? I am expert in computer vision, image recognition ,deep learning and machine learning. I have a lot experience in image recognition, data prediction, speech recognition and OCR. My main skills are OpenCV, tensorflow, yolo,keras, pytorch, C++, Java, C# and python, matlab, javacript and Android. I am ready to start your project immediately. If you award me, you will get the wonderful results. Thanks. Best regards.
$300 USD dalam 7 hari
5.0 (5 ulasan)
3.4
3.4
Avatar Pengguna
Drawing upon my extensive experience as a full-stack developer, I am confident in my ability to take your existing model and expertly convert it into an efficient real-time object detection TensorFlow model. My specialization in Python will ensure that not only is the model implemented in your preferred language, but also that it performs seamlessly and at optimal speeds - two key requirements for effective surveillance applications. Not only skilled with TensorFlow, I've got hands-on experience in converting models from other frameworks. Having honed my AI skills over the years, I grasp the importance of mAP, F1 Score & FPS Analysis. With me onboard, you can expect an in-depth evaluation that'll enable us to critically measure the model's accuracy and speed - ensuring we're meeting your surveillance needs. Finally, my passion for innovation stems from a deep understanding of software architecture and real-time processing requirements for machine learning models. I have a good command over databases like MySQL, PostgreSQL, and MongoDB which plays a crucial role in implementing successful machine-learning systems. Working alongside me means embracing an agile developer dedicated to delivering powerful digital solutions that exceed expectations...
$500 USD dalam 7 hari
4.5 (6 ulasan)
3.3
3.3
Avatar Pengguna
I am enthusiastic about the opportunity to convert an existing caffe model into an efficient object detection TensorFlow model for surveillance applications. Leveraging my expertise in TensorFlow and deep learning, I will meticulously analyze the caffe model's architecture, ensuring seamless integration into TensorFlow while preserving performance and accuracy. Real-time processing demands optimization for computational efficiency. I will employ techniques like model pruning, quantization, and parallelization to minimize latency. Rigorous benchmarking, assessing metrics such as mAP, F1 score, and FPS, will validate the model's effectiveness and provide insights for optimizations. I am committed to providing an in-depth explanation of the model architecture, elucidating its mechanisms for real-time object detection. My strong TensorFlow expertise and experience in object detection models, coupled with proficiency in Python programming, make me well-suited for this role. I am excited to discuss how my technical proficiencies align with your project requirements further.
$500 USD dalam 7 hari
5.0 (1 ulasan)
2.6
2.6
Avatar Pengguna
Hello there, I'm an expert in Tensor Flow with extensive experience in object detection models. I specialize in converting models to Tensor Flow, particularly for surveillance applications requiring real-time processing. I can provide thorough evaluation metrics like mAP, F1 score, and FPS analysis, along with detailed explanations of the model architecture. Let's connect to discuss your project further and get started immediately. Best regards, Aliza S
$500 USD dalam 7 hari
5.0 (2 ulasan)
2.1
2.1
Avatar Pengguna
I have prior experience completing tasks of a similar nature, and I am confident in my ability to deliver satisfactory results. Please provide further details, and I'll be happy to assist you
$500 USD dalam 7 hari
4.4 (4 ulasan)
2.4
2.4
Avatar Pengguna
hello dear I am excited about the opportunity to work on converting your existing caffe model into an efficient object detection TensorFlow model for surveillance applications. Here's how I plan to meet your requirements: 1. **Python Implementation**: I will ensure that the model is implemented in Python, as per your preference. 2. **Surveillance Application Focus**: The model will be specifically tailored for surveillance purposes, optimizing its performance for real-time object detection in this context. 3. **Real-Time Processing**: I will prioritize real-time processing, minimizing delay to ensure swift and accurate detection of objects. 4. **Performance Evaluation**: I will conduct comprehensive mAP, F1 score, and FPS analysis to evaluate the model's accuracy and speed thoroughly. 5. **Model Explanation**: I will provide a detailed explanation of the model architecture, helping you understand its internal workings and real-time object detection mechanisms. My expertise in TensorFlow, object detection, and Python programming, combined with a strong understanding of real-time processing, makes me well-equipped to handle this project effectively. I am committed to delivering a high-quality TensorFlow model that meets your requirements and exceeds your expectations. I look forward to the opportunity to collaborate with you and bring your vision to life. Best regards,
$500 USD dalam 14 hari
5.0 (2 ulasan)
1.3
1.3
Avatar Pengguna
Hi there, I'll seamlessly convert your existing Caffe model into an efficient object detection TensorFlow model, meeting all your specified requirements. I'll implement the model with a focus on surveillance applications, ensuring real-time processing capabilities essential for effective surveillance. I'll conduct mAP, F1 score, and FPS analysis to gauge the model's accuracy and speed accurately. Additionally, I'll provide a detailed explanation of the model architecture, offering insights into its internal workings and real-time object detection mechanisms. I have strong expertise in TensorFlow and experience in converting models from various frameworks, along with a proven track record in object detection, I guarantee exceptional results. My extensive Python skills and understanding of real-time processing requirements further ensure the successful execution of the project. You can review some of my past projects involving Python development, including thriving theme projects, for assurance of quality and expertise. Looking forward to discussing the project details and delivering outstanding results. Best regards, Adeel B.
$700 USD dalam 7 hari
5.0 (1 ulasan)
1.0
1.0
Avatar Pengguna
With my extensive knowledge and experience in AI and ML including TensorFlow, object detection, and Python, I'm confident I am the best choice for the project. I am deeply familiar with real-time processing using machine learning models, which is critical for this surveillance application. I can convert your existing caffe model into an efficient TensorFlow model that meets your real-time processing requirement while ensuring a minimal delay in detecting objects. In terms of performance evaluation, my proficiency in data analytics can help provide the mAP, F1 score, and FPS analysis you require. You will have a comprehensive understanding of the model's capabilities in terms of accuracy and speed – crucial factors for effective surveillance. Additionally, as a full-stack developer, I can also offer you a detailed explanation of the internal workings of the model architecture to help augment your understanding in this area. NOTE: Please note that initial bid is estimate and the final quote will be provided after discussion of the project requirement.
$250 USD dalam 7 hari
0.0 (0 ulasan)
1.0
1.0
Avatar Pengguna
Hello, I can do this, I got the clear idea about your project requirement and please ping me for further discussion. I can start it right now. Regards, H. Ayman.
$350 USD dalam 4 hari
0.0 (0 ulasan)
0.0
0.0
Avatar Pengguna
Hello, As an electrical power engineer with a vast skill set in Artificial Intelligence and Machine Learning (ML), I wholeheartedly embrace your project. My proficiency in Python, which is also your preferred programming language, puts me at an advantageous position to execute your task effectively. Additionally, my knack for modeling, designing, and simulating various systems including renewable energy sources aligns well with your project's requirement for a real-time object detection TensorFlow model. I genuinely understand the crucial factors related to your surveillance application – accuracy, speed, and the ability to interpret deep neural networks. Therefore, I'll ensure to provide an inclusive evaluation of the model's performance through mAP analysis (accuracy), F1 score (precision/recall balance), and frames per second (FPS) analysis (speed). Furthermore, rest assured that my extensive knowledge will enable me to deliver an explicit breakdown of the converted model's architecture—helping you delve into its inner workings and understand how it functions in real-time object detection. Genuinely look forward to working with you!
$500 USD dalam 7 hari
0.0 (1 ulasan)
0.0
0.0
Avatar Pengguna
As a dedicated Python developer with a passion for all things digital, I am confident that I possess the necessary skills and experience to successfully deliver your Real-Time Object Detection TensorFlow Model project. My deep familiarity with TensorFlow stems from my web and full-stack development background, where I have extensively leveraged it to build advanced machine learning models. Over time, I have gained valuable experience in converting models from different frameworks into TensorFlow, a skill that's directly applicable to your needs. In addition, my expertise in Python is not only limited to writing clean and efficient code but also extends to an understanding of real-time processing requirements. I comprehend the importance of minimal delay in surveillance applications, which further strengthens my candidature for this project. To top it off, I am intrigued by your request for a detailed explanation of the model architecture. I believe effective communication and transparency are crucial aspects of any professional relationship. Rest assured, I will go the extra mile to ensure you understand how the model detects objects in real-time and provide comprehensive performance evaluations through mAP, F1 score, and FPS analysis. So let's collaborate - together we'll create a potent tool for advanced surveillance!
$550 USD dalam 4 hari
0.0 (0 ulasan)
0.0
0.0

Tentang klien

Bendera PAKISTAN
Gujrat, Pakistan
5.0
2
Kaedah pembayaran disahkan
Ahli sejak Sep 2, 2017

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