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Real Time- Anomaly detection and localization of anomalies from surveillance videos using deep learning method

₹37500-75000 INR

In Progress
Posted over 3 years ago

₹37500-75000 INR

Paid on delivery
Hi I am looking for expert in developing deep learning models using Keras API, Tensor Flow and Python. the details of project is attached. please go through the attached document carefully and please contact if you find this suitable for you ,as implementation of the same is expected earliest. please participate on the biding if you are sure enough to delivered the mentioned objectives in attached document .
Project ID: 26904576

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8 proposals
Remote project
Active 4 yrs ago

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Hi, I'm Vignesh, MSc graduate of CSE from Eindhoven University of Technology in the Netherlands. I read your job description given in the file thoroughly and I am excited to do this project. I understand that you want a deep learning model that would be able to classify abnormal activities in videos and also localize them (eg: using bounding box prediction) in real-time. I have experience in building and analyzing real-time activity recognition models such as 3D-CNN, (2+1)D-CNN, LRCN (CNN + LSTM) for patient monitoring task. You can find a demo of this project in my portfolio. I also have a solid understanding of event localization and object detection through various projects that I have done using Tensorflow-Keras API. I have both trained and fine-tuned sophisticated deep learning models to classify videos even with limited training dataset and optimized them to provide real-time predictions in Python. Using these experiences, I can provide a reliable and well-documented solution including model optimization and evaluation thus covering highlighted objectives given in the description. I do have few questions regarding number of classes, data augmentation constraints and model selection constraints in this project. Kindly consider my proposal and do let me know if you would like to discuss further. Looking forward to working with you! Thank you for your time! With kind regards, Vignesh
₹37,500 INR in 20 days
0.0 (0 reviews)
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8 freelancers are bidding on average ₹51,726 INR for this job
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@@@@ML&DL&Computer Vision Expert@@@@ Thanks for your posting! I am a computer vision and machine learning expert with full experiences in tensorflow, darknet, keras, pytorch, opencv and open vino, android, iOS, C#, C++, flask web app, etc. These are my main projects that I did before. - Face Detection and Recognition - Vehicle License Plate Recognition - Object Detection and Tracking, Counting - Image Classification - Image Segmentation - Face Recognition Web Server - Android Parking System - Several flask web app - iOS Face Morphing app - Age, Gender Recognition, Emotion Detection, Pose Estimation - Captcha Recognition, Card Recognition, MRZ Recognition - Vehicle Classification, Vehicle Speed Detection - Tesseract OCR, OMR - Tensorflow, Darknet, Caffe I can always make perfect result for your task and will be very honest for our work. Thank you Best Regard
₹56,250 INR in 7 days
5.0 (10 reviews)
4.9
4.9
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Hi, there I read your project description and I'm really interested in your project, because I've good knowledge and practical experience in these fields. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Regards.
₹56,250 INR in 15 days
4.8 (3 reviews)
2.2
2.2
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Hello sir, I am interested in the project. I am working on python since last 5 years and also, I've worked with image processing and this kinds of projects before also. I will surely deliver you the best product.
₹55,556 INR in 14 days
0.0 (0 reviews)
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Hello sir/ma'am, I have been working on Python since last three years and I have some great experience with keras and tenserflow like modules. Also I have my hands on some amazing image processing modules. I am genuinely interested in this project. Looking forward for your reply, Thank you, Ishan Agrawal
₹50,000 INR in 14 days
0.0 (1 review)
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0.0
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I am looking forward but I am data entry jobs in excellent work in progress buy only work and work in excellent
₹56,250 INR in 7 days
0.0 (0 reviews)
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Hi, I have experience in TF+KS in PyThon and in visual processing+detection/recognition. So I'm ready to start now. Let discuss details on freelancer's chat .... Thanks
₹57,000 INR in 30 days
0.0 (0 reviews)
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Hi, We at Tecogno are a team of passionate Data Science, Full Stack professionals having more than ten years of combined experience in multiple areas including Backend, Frontend, Data Science, Machine learning (ML) and Artificial Intelligence (AI). We have developed and delivered multiple deep learning projects for leading organisations and we have strong expertise in Python, Machine learning, Tensorflow, Keras etc. Thus we are capable of fulfilling all your requirements. For Further information please refer to our Profile. Looking forward to working with you. Thanks!
₹45,000 INR in 7 days
0.0 (0 reviews)
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Flag of INDIA
Pune, India
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Member since Aug 10, 2020

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