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SCNN for Real Time Object Detection

₹20000-75000 INR

In Progress
Posted almost 3 years ago

₹20000-75000 INR

Paid on delivery
Project OUTLINE REAL-TIME OBJECT DETECTING USING SPIKING CONVOLUTIONAL NEURAL NETWORK In this research, a real-time object detection was planned to be processed using a Spiking Convolutional Neural Network (SCNN) with temporal coding into the AlexNet architecture with a novel adaptive chimp optimiser for real-time object detection. This novel Adaptive spiking AlexNet convolutional chimp optimiser is the spiked-based real-time object detection model that provides near-lossless information transmission in a shorter period of time for deep SCNN. The primary layer of this SCNN consists of dissimilar Gaussian filters to predict the contrast of the video frames from the real-time video datasets. Hereafter, it encodes the contrast strength over the latencies. The design of spikes in the convolutional model has support to find the complex features of the video frames. Also, it can take the output of previous layers as input data for the following layers. When the object has been detected simultaneously Convolutional neurons emit a spike, which is dependent on input weight. The translation invariance has helped to minimize the data size. Pooling Layer neurons broadcast the initial spike that has received from nearer previous layer neurons but it has selectively the same features. Finally, the object feature present in the video has been detected. § Initially, real-time videos are collected from the net sources and trained to the system § Hereafter a spiking convolutional neural network has been designed in the python framework § Then the videos are separated into the number of frames § The Gaussian filter in the neural network has eliminated the training error, after the pre-processing, the cleaned data was imported to the pooling layer § The features of the trained video was detected using the spike properties in the pooling layer § Finally, the key metrics are calculated to report the efficiency measure of the proposed model.
Project ID: 30543252

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11 proposals
Remote project
Active 3 yrs ago

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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.
₹47,500 INR in 7 days
5.0 (35 reviews)
6.6
6.6
11 freelancers are bidding on average ₹53,636 INR for this job
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Hi, Greetings for the day! We are a team of passionate Machine Learning Engineers based in Mumbai, India, who have developed and deployed complex AI solutions using Machine Learning and Computer Vision. Upon going through the specified requirements, we believe that we are a good fit for this project. We can help you out with your algorithm and train a model, along with the best optimization techniques, either using any open-source repository or built using any architecture reference! We have also successfully built and trained various general as well as client specific image classification, image recognition as well as object detection, using prebuilt as well as customized state of the art architectures such as Resnet, MobileNet, YOLO, SSD, RetinaNet. Some of our projects include Face Mask Detection, Social Distancing Monitoring, Industrial Machinery Defect Detection, Industrial Safety Kit Detection, Root Cause Analysis and more. Our AI/ML tech-stack includes Python, Tensorflow, PyTorch, Keras, OpenCV, GCP, AWS, FastAPI, Flask, Django and more. We have relevant and significant experience in Keras, TensorFlow and OpenCV. Please checkout our AI/ML portfolio - freelancer.in/u/iPingDataLabsLLP We approach each client with the intent of a long term relationship. Can we connect over chat and discuss a plan of action? Regards, iPing Data Labs
₹75,000 INR in 14 days
5.0 (8 reviews)
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Hi, We at Tecogno Solutions are a team of Passionate Data Science and Full Stack professionals having more than five years of combined experience in multiple areas including Backend, Frontend, Machine learning (ML), Computer vision(CV) and Artificial Intelligence (AI). We have a strong command over Python, Flask, Django, Dialogflow, Rasa, OpenCV, Google Vision API, Tesseract, Spacy, PHP, MySQL, Software architecture, Tensorflow, Spacy, Twilio, Node.js, RESTful API, NLP, CNN, AWS, GCP, Google API's etc. Thus we are capable of fulfilling your SCNN for Real Time Object Detection project requirements. For further information please refer to our Profile or visit our website. Thanks!
₹75,000 INR in 21 days
4.6 (3 reviews)
5.0
5.0
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*****computer vision and machine learning expert****** Hello Thank you for your job posting I am a computer vision and machine learning expert with full experiences in face recognitiion, alpr, object detection and recognition, image classification, image segmentation, OCR, data science, data prediction, etc I can complete your task perfectly please give me your detail Best regard
₹75,000 INR in 5 days
5.0 (4 reviews)
4.5
4.5
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Hi, I have 6 years of programming experience in Python, and 4 in machine learning, both CV and NLP. Please, tell, which dataset will you use? What is your budget and deadlines?
₹40,000 INR in 7 days
5.0 (1 review)
0.4
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★★★★★ Welcome!!! ★★★★★ Your success is my success. I am a python expert, so I can build perfectly your project. I have 6+ years of experiences in deep learning programming by Tensorflow, Keras, Caffe and Yolo. Especially, I have interesting the image processing by deep learning. My experience: Object detection Object Identification Object Tracking So I think out the project is very perfect match for my expertise and I convinced that I can help you perfectly and satisfactory. I will try my best to lead your project successfully. Best regards.
₹47,500 INR in 7 days
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Hello Sir, I am from IIT Kharagpur(QS world Rank 250), pursuing a Specialization in Artificial Intelligence. i have done these kinds of project internship and have full confidence that I will be able to do this project to deliver the best possible experience to you. I have 4+ years of experience in building such machine learning models and have completely understood your requirement. I have worked on real-life data by ABinBev to make a recommender system for them and was selected as their top10% solution cater 250+ wholesale stores worldwide I have worked in collaboration with Dean, IIT-H, and improved objection detection performance of Autonomous Driving Vehicles in 4+ types of adverse weather conditions where I used 15+CNN models, one-shot/few shot algorithms, and VariationalAE, etc. to complete the project. I have also worked with Finance&Control India to analyze and predict the company valuation changes caused due to top management turnover using predictive analysis These things have inculcated in me a deep knowledge of CNNs, a sense of ownership, and sincerity towards my work. I assure you of my fullest efforts and complete satisfaction in work if given a chance. Thank You
₹25,000 INR in 7 days
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i am very experienced in the field of computer vision and ai in past i am also do different type of project related to computer vision and and real time object detection using different technology like yolo,convlution neural network and rnn and i am work on the different type of the project and work i am very enjoyed to work on ai and computer vision.
₹70,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0

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Srikalahari, India
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