PV Panel And Fault Detection

$750-1500 USD

Closed

Posted

over 3 years ago

$750-1500 USD

Paid on delivery

Hi, I need a project about detecting solar PV panels from drone images and creates KML file. After detection of panels if this panels has faults the software from you should detect this faults. Sample images will delivere to you from us from train data. The project is clearly; - Should detect the solar panels from given image (images is .tif file and opencv/tensorlflow can open this file like windows image viewer - this file stores the gps points of the pv panel farm) - Should detect the faults and types of faults . ( There are 8 types of faults and we give you nearly 100 images per faults to train) - Should create the KML file from detecting panels as rectangles. - And finally this program should runnable from commandline. If there will API it is big plus KML file is stores the shapes, polylines data with coordinates. This is basic XML file. After detection of PV panels this is an easy part of project.

Project ID: 29053326

About the project

12 proposals

Remote project

Active 3 yrs ago

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12 freelancers are bidding on average $1,138 USD for this job

@pandaPython123

Hi, I am doing my PhD in computer vision and machine learning. I also have 3 years of experience in doing practical image processing projects using python, openCV, tensorflow and Keras. I would be happy to help you with your project. Best, Mehdi

$980 USD in 7 days

5.0

(17 reviews)

5.0

@SteMarko

Hello Thanks for your job posting. I am highly skilled computer vision and machine learning expert well experienced in image processing. I have developed lots of projects such as , solar panel recognition from satellite images, customer tracking and counting on shopping mall, vehicle detection/tracking/speed detection, alpr for several countriesroof edge detection,face recognition based attendance system, liveness/fake detection using torch model,image background removing using deeplab image segmentation, face swap using deepfacelab, retinaface,human pose estimation, etc. I have best knowledge and full experiences about torch , tensorflow, keras, darknet, caffe, etc many machine learning models and frameworks. I can deliver you best result absolutely fit for your purpose. please contact with me and discuss about project more in detail . Best regards.

$800 USD in 10 days

4.7

(18 reviews)

4.5

@benliao

Hello I have read your job description carefully. Also, I have rich experience in python tensorflow and opencv So I am interested in and I am confident in your project. I always provide perfect results to my clients as you can see my profile and reviews. If you give me a chance, I will provide you the perfect result. I hope you send me a quick message. Regards

$1,000 USD in 15 days

4.7

(6 reviews)

4.1

@mobiusteknologi

I am very happy to bid for your project. I have enough experience with Machine learning while working on several projects before. I think i understood your project well enough and can complete it successfully. I hope to have a detailed discussion with you. Thank you.

$1,125 USD in 7 days

5.0

(1 review)

2.4

@perfectcodinggr2

Dear sir. I am expert in image processing. I have a lot of experiences in python-opencv and ml. If you hire me I can make a good result in high quality. Waiting for your reply. Thank you sir.

$750 USD in 3 days

5.0

(3 reviews)

1.5

@IslingtonStudio

Hi, for a product like that optimising speed and performance is very important so we will have to discuss compression methods. First let’s finalise all initial requirements so we can create a development plan for you. We are excited to start working immediately after that so please let me know if you have any questions in the chat!

$1,500 USD in 14 days

0.0

(0 reviews)

0.0

@SezerKn

We can make it with UNET or YOLACT semantic image segmentation model. If you already have polynomial annotations, it will end sooner.

$1,500 USD in 14 days

0.0

(0 reviews)

0.0

@jpravin820

Hi, Thanks for your posting job. I have read your proposal and it has got my interest. I have 5+ years experiences in Machine Learning Image Processing and have developed several AI, Computer Vision, Machine Learning, NLP projects before such follows. - Several Object Detection and Segmentation projects used in real time applications - Land mapping using satelite images - Text Analytics for Insurance Industry - ChatBot I am proficient in several libraries & frameworks in ML, IP & NLP used in Python. - Libraries : OpenCV, NLTK, Spacy, Gensim, Transformers, Pandas - Frameworks : Tensorflow, Keras, Pytorch, Caffe - Deep Learning Architectures : Resnet, VGG, Inception, Yolo, LSTM, RNN With my skills and experience, I would be able to complete the proposal in time with best results. Looking forward to discuss with you soon. Best Regards!

$750 USD in 7 days