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Combine SSD MobileNet model with FCN/SegNet model to make an instance segmentation model like Mask SSD to handle occlusions while object detection.

₹2000-3000 INR

Closed
Posted over 3 years ago

₹2000-3000 INR

Paid on delivery
Apply if you have experience with Mask SSD Mobilenet and RCNN. Tasks : 1. Combine SSD MobileNet model with FCN/SegNet model to make an instance segmentation model like Mask SSD to handle occlusions while object detection. 2. Improve Mask SSD's accuracy and bring it as close as possible to Mask RCNN's accuracy 3. Improve SSD MobileNet's (object detection) accuracy and bring it as close as possible to the Faster RCNN's accuracy Final Deliverables: Mask SSD model with code and documentationCode for improved Mask SSD accuracy with compared accuracy between Mask SSD and Mask RCNN along with documentationCode for improved SSD MobileNet accuracy with compared accuracy between SSD MobileNet and Faster RCNN along with documentation Dataset - You can see this link ([login to view URL]) for downloading COCO dataset for panoptic segmentation(2017 Val images [5K/1GB] and 2017 Panoptic Train/Val annotations [821MB]). We csn use partial data if it too big.
Project ID: 27408001

About the project

3 proposals
Remote project
Active 3 yrs ago

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3 freelancers are bidding on average ₹15,093 INR for this job
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Hi. I am a Machine Vision Expert. I am very familiar to Deep learning apis such as Tensorflow, TensorflowLite, TfLearn, keras, pytorch, and fastai, mxnet. I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building Image Processing, Speech Recognition and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. I usual using many technique and library, frameworks such as tensorflow, tesseract, machine learning such as CNN, DNN, FCRN, SVN etc. and I am generally not attached to programming language in working.(C++, C#, Linux, Python, Java, Android, RasPi ....) Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. I understand the project requirement and will deliver the desired product within the time specified. I am an individual contractor, not an agency. I think i am aware of your project in detail. Thanks for your job posting.
₹40,000 INR in 7 days
4.2 (12 reviews)
4.9
4.9
User Avatar
Hi, I hope you are doing fine. I have done many image processing projects in Matlab and Python and etc. My PhD thesis was also visual analysis of human motion. I have also published several journal papers on the subject. You can see portfolio for my previous projects. If you are interested, please contact with more information and we can discuss it more thoroughly. Thank you for taking time to go through my proposal and I hope to hear from you . Best regards.
₹2,500 INR in 7 days
5.0 (3 reviews)
3.2
3.2
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I am a computer vision expert and i already worked on object detection and image segmentation projects and also have experience in ssd mobilenet. So please ping me for more details am perfect fit for your requirements.
₹2,778 INR in 5 days
4.4 (1 review)
1.7
1.7

About the client

Flag of INDIA
abad, India
5.0
29
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Member since Jun 26, 2018

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