Sound detection of elephants using machine learning

$250-750 USD

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大约 2 年前

$250-750 USD

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First step: We need an AI that is able to detect elephant rumbles from jungle recordings. Additionally: The AI should show it's predictions (time-stamps from a sound file) and we should be able to tell the AI if it is true or not. So we can train the AI further with new recordings. A GUI would be nice to have. But that depends if we can afford it :) What we already have: Our dataset exists of many hours jungle recordings with around 1000 labeled elephant sounds in it. That should be ready to feed the AI. More info about the elephant sounds: Elephants make different sounds but rumbles have a very low frequency (around 20-50Hz) so they can be still picked up from a microphone even after 2Km in good conditions. The AI should be able to detect also these further rumbles. How that all looks like in a spectrogram you can see here in this video: [login to view URL] With your input you will be a huge help to reduce human-elephant-conflict, which is the number one reason for elephant deaths. We are a team of around 10 people. I am volunteering since one year for this project (The hardware guy) and hope you can help us to bring this project to reality. As a non profit organization our budget is limited. Hope you can consider that as well :) At the end (Not part of your job for now): The trained model should run on a solar powered microcontroller (ESP32) as an elephant detector while it is constantly listening in the jungle with a connected microphone. These detectors will be able to spot elephants before they reach a farm or village and warn rangers in that area who can deal with that situation. This will prevent human-elephant-conflict. As far as i know only Tensorflow (With Tesnorflow Lite) or PyTorch (with TinyML)are able to run on a ESP32. Which should be considered. If you have any further questions. Feel free to contact me

Machine Learning (ML)

Tensorflow

Python

Artificial Intelligence

Deep Learning

项目 ID: 34972890

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52威客以平均价$552 USD来参与此工作竞价

@AwaisChaudhry

Hello Good evening , I hope you are doing great. Just finished reading the brief details of your job . I see you have been looking for a freelancer who has experience with Artificial Intelligence, Deep Learning, Machine Learning (ML), Python and Tensorflow. Upon the first look I feel confident about getting it done because of having experience doing similar jobs My Experience? I have 9 years of experience working with those technologies. Its been 8 years since I have been working on freelancer.com, Please review my profile. Check: Skills, Portfolio, Customer Feedbacks. Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern US Time I would like you to start the chat so we could discuss it in detail and we will continue from there. Thanks! Awais

$750 USD 在12天之内

5.0

(9条评论)

6.5

@sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.

$750 USD 在7天之内

5.0

(34条评论)

6.5

@mza5ab8dc9be9a8c

Hi there, I'm an expert in deep learning and machine learning and have been working on many projects so I can help you detect the sound of elephants. I can get the higher accuracy of sound detection as I already worked on the audio data. Please share the details in message and can help you as needed. Thanks and looking forward!

$500 USD 在3天之内

4.8

(89条评论)

6.3

@mohamedabdelall4

Hi, I am sure that I can do this job. I'm artificial intelligence engineer with more than 8 years of experience in Data Science (Statistics - Linear Algebra), Feature Engineering & Machine/Deep, Learning. I have completed many projects like yours here you can see samples (https://www.freelancer.com/u/mohamedabdelall4). <<<<<I will deliver free GUI with the project<<<<<<<< Feel free to contact me for further details because I am looking forward working with you. Thanks

$700 USD 在5天之内

4.9

(27条评论)

5.5

@suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, OPENCV, WEKA, TABLEAU, POWER BI, and EXCEL tools like image processing, machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash

$1,200 USD 在7天之内

4.3

(41条评论)

6.3

@techskills16

Hello I am professional Software engineer with specialization in NLP and Algorithms development I have 4years experience in developing such Python based AI Sound detection of elephants models I did my MSSE from NUST Islamabad Please open message box for me so we can discuss the details Thanks

$700 USD 在7天之内

4.4

(37条评论)

6.2

@diachukoleksand1

Hello. Nice to meet you. I think you are looking for me. I read your job description carefully. Your work is really interesting to me, and now I am prepared for you. I have done many projects like yours before so I think I am the best candidate. I can start right now and I can work full time on your timezone. Looking forward to hearing from you. Thank you.

$500 USD 在7天之内

5.0

(4条评论)

5.3

@gm341473

Dear sir, I have gone your project, and it matches my expertise.I'm confident of performing your project work. I have 6+ years of experience in Python, Machine learning, Artificial intelligence, OpenCv, Deep learning, Software architecture. I can do your project accurately with your lowest hourly rate that you want. The quality of the project will be top class that I can assure you. Thank you.

$400 USD 在5天之内

4.9

(19条评论)

5.1

@LongVuDinh

Dear client. I read your job description very carefully and bid here. I am very familiar with Deep Learning technologies such asTensorflow/PyTorch. I have a vast experience in building Deep Learning models such as CNN, RNN and RCNN. If you hire me, I can build Deep Learning Model to train and classify Elephants sound. Let's discuss details over live chat. Thanks & regards.

$500 USD 在7天之内

4.8

(14条评论)

5.1

@ferrepoint

Hello As a professional AI / Deep learning engineer, I have 8 years of hands on and practical experience in this filed. This is a Speech/Audio recognision and prediction research, I suggest to use tensorflow and caffe2 deep learning framework. These deep learning frameworks are especially best for your work and written in C++ which makes it fast. I have strong experties in Speech recognision, Computer Vision like OpenCV and deep learning tech like CNN, RNN, GAN, DBF, RBM and specific detection models like mobilenet, resnet, densnet, and yolo series. And Deep learning frameworks like tensorflow, pytorch, keras and caffe2 I have rich experience in C, Python, Java, C# programming languages. What's more, I have experience in Scientific research for classification, like plant classification, lung disease classification. I am free now and can start, continuously support your research. I have experience in implementation of scientific computer vision reseach papers. As I can consider your opinion at post, I suggest low budget. I'd like to work with you Thank you

$370 USD 在7天之内

5.0

(10条评论)

5.1

@Valuesolutions

Hello, I hope this finds you well. I have just seen your project requiring; Python Machine Learning (ML) Artificial Intelligence Tensorflow Deep Learning I believe that my 10-year experience in this field is what you need right away. Avoid the headache of looking further. Let's save time and focus on the real task. My proposed timelines and budget are just placeholder and an open for negotiation to increase or decrease as per the full requirements at hand. Allow me to prove how better my review can be. Smile all the way! Click the message button, so initiate the conversation. Regards, Fridah

$500 USD 在7天之内

4.3

(19条评论)

5.9

@sybacdesigner

Hi. How are you? https://www.freelancer.com/u/sybacdesigner I have just read your proposal carefully. I have 5 years of experiences in ML, audio(/image) detection(/recognition), and I am sure I can do it. Please open chat window to discuss details specifically. Thanks. Regards. From Bac.

$250 USD 在3天之内

5.0

(12条评论)

5.0

@mohjib092

Hello there, Certified Here Just read your project description i want to start work now If you please come to the chat box so we can easily discuss more Thank You

$480 USD 在3天之内

4.7

(10条评论)

4.6

@bizzarriandrea81

Hi, I'm a Machine Learning Engineer and Python Developer with more than 8 years experience. I've built several projects with Tensorflow, Keras, Numpy, Scikit-Learn and so on. I also have hands on experience with Audio Processing. "Satisfy the client with my ability and passion" This is my slogan here. I hope you will be interested in me. Thanks.

$500 USD 在4天之内

4.8

(14条评论)

4.7

@nguyentuan90

Hi, I've read your description carefully. I have full experience with Python, Machine Learning, TensorFlow, Sound detection... I've also worked on several similar projects. So I can complete your project with high quality on time. Looking forward to hear more about the project from you via chatting. Thanks & Best regards!

$500 USD 在7天之内

4.9

(24条评论)

4.8

@Daneilka1

Hi there. As a senior machine learning engineer, I am very specialized in sound detection of elephants. Since I've done similar work before, I can help you surely. I'm flexible with my working hours and will be appreciated to discuss your project at your earliest convenience. Looking forward to hearing from you. Kind regards, Danijel

$500 USD 在7天之内

4.8

(4条评论)

4.7

@alamineee

Hi, Dear Employer, I have read your job post carefully. I can write clean, validated Machine Learning code and make a device-supported M. File. I have over 10+ years of experience at the ✔Machine Learning (ML) ✔Python ✔Matlab ✔C program, ✔C++ program ✔C# program ✔R program, ✔Algorithm ✔Statistics ✔java Please feel free and you may award me the task; I'd be happy and present you with the best products. Promise to work with 100% accuracy. Let's disuses this further via chat, and I'll your project right now. Thanks, Al. A.

$500 USD 在3天之内

4.3

(28条评论)

5.2

@mircociaramella2

Hi. There I am very interested in your proposal. I am a AI/ML/DL/CV/NLP expert so I can satisfy you perfectly with my skills and knowledge. I have 7 years of experience with AI/ML/DL/CV/NLP including python, R, pytorch, keras, tensorflow, transformers, scikit-learn, spacy, opencv, ssd, yolo, nltk, gym, spark, hadoop, hive, kubernetes and so on and I just finished one project very similar such as yours. I will do my best to complete your task within your deadline. If you hire me, you wouldn't regret absolutely. pls contact me for more details. C U again! Thanks.

$250 USD 在7天之内

4.9

(16条评论)

4.7

@FxDataLabs

Implementing projects using Python and Machine Learning is our core forte since we are working on it for more than 5+ years now. We are a team of 50+ developers who have successfully delivered 350+ Machine Learning Projects since now. We also provide developer outsourcing and developer on demand. The recent project we worked on was to create data pipelines, which used millions of data points, for the identification of the best strategies to increase the effectiveness of professional educational events (specifically those events for medical device training all across the USA and elsewhere). This project was implemented for one of the world's largest and top fortune 500 companies "Johnson & Johnson". Apart from this tech stack, we do have hands-on experience in Deep Learning, Python, Neural networks, CNN, ANN, GAN, Data Science, Artificial Intelligence, NLP, NLTK, Computer Vision and so on which would be helpful in working on this project. Let's have a short call to discuss further & to put a point, why are we the best fit for this project. Thank you!

$800 USD 在7天之内

4.9

(6条评论)

4.6

@hnutweblera

HI. I have good experience with machine learning and AI project, SO can detect elephant sound from sound and help you. I am also good at embedded programming. Hope more discuss with you. Regards.

$500 USD 在7天之内