With respect to the Driver Assistance System Project, I am looking for a person with good experience in deep learning and computer vision (Python).
The work required is to build a deep learning model that predicts the following:
1- If the driver changed the lane.
2- If the car is positioned over a lane so the driver is not keeping the car correctly between lanes.
3- If the car is curving. Small curves and highway curves are not required, only acute curves (70-degrees and more) should be detected.
The Software will run on NVIDIA Jetson AGX Xavier – Linux, so the model should be done using the TensorRT library and executed by the GPU provided. The model may return a discrete number indicating the prediction (0 for nothing, 1 for a lane change, 2 for driving over lanes, 3 for curving) or any appropriate method can be used after discussion.
Note that the hardware components and cameras selection depend on the best performance that can be achieved by the model, so do not consider it as a constrain.
The work submission must include the Model Documentation and Source Code. The model should work with high accuracy in addition to be implementable in the main project software (Can be used as a module, function, ...etc)
Finally, please feel free to contact me if you need any further information or to discuss some points related.
24 freelances font une offre moyenne de 643 $ pour ce travail
Hello, I have a masters degree in AI and have worked on AI/ML projects for 8+ years. If you are interested I can share my desktop and show you some demos/samples. I have worked with most AI/ML tools like NLTK and Plus
Hi, Greetings! ✅checked your project details: Deep Learning Model for Lane Detection (Computer Vision) ✅Completed Time: In project deadline We have worked on 600 + Projects. I have 6 + years of the experience i Plus
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Hi, I would like to know more about your project. It is not much clear for me that how many camera you are going to use (one or two) and what is the exact setup (distance between camera). It is possible to implement Plus
Hi, mate. I am really glad to have an opportunity to help you with my skills & experience in Computer Vision on IoT, especially Jetson series. I have already experience in tracking the vehicles on Jetson Nano, which Plus
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Hi, there! As an expert in Object Detection & Recognition with DNN (Darknet, Keras, PyTorch, Tensorflow...) and OpenCV, I'm interested in your project. I have experience in ALPR, OCR, Counting People, Face Landmark De Plus
******** MACHINE LEARNING EXPERT & COMPUTER VISION & OPENCV PROFESSIONAL ************ Thank you for your posting! I’ve applied ML to Computer Vision and Machine learning projects before. Developed a lot of object detec Plus