Vehicle Detection and Tracking
$30-250 USD
着払い
The project involves Detection and Tracking of on road vehicles with following details:
a. The input data comes from a video camera of 2MP and at a rate of 30fps.
b. Use Artificial Intelligence techniques such as Deep Learning (CNN, etc) to detect vehicle
c. Use online datasets for training and validation
d. The delay between an object seen by the camera and the output by the software should not be more than 500 milliseconds
e. Accuracy of vehicle detection expected to be +/- 2 cm
f. Training & Validation accuracy to be above 98%
g. Training will need GPU and might be tested on a cloud based framework such as AWS or even intel but application should be able to run on a Macbook machine (i7 Core, 2.2 GHz, 16 GB RAM)
h. It is desirable to deploy the application on a real time embedded platform
Deliverables:
a. Software code including training and application both
b. Hardware and software specifications
c. Sources of datasets used for training and validation
More details can be clarified and discussed after acceptance of the project.
プロジェクトID: #26550595
プロジェクトについて
35人のフリーランサーが、平均$216 で、この仕事に入札しています。
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I have already made vehicle detection using tensorflow and have used various models according to the need i.e. speed/accuracy. I have even made custom object detection projects. I have 4+ years of expertise in developi もっと
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Hello. My name is Paulo A. S. Mendes. I am a Master Electrical and Computer Engineer. I have already published scientific papers in the area of Computer vision for people and faces detection and also motion estimation もっと
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