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Build a box counting software using AI/ML

₹12500-37500 INR

Closed
Posted almost 4 years ago

₹12500-37500 INR

Paid on delivery
I want to develop a system to count the number of boxes arriving at my warehouse dock using CCTV recording. I want the count to be live. The boxes are carried by men from the truck to the room. The camera is above the door itself. And in the end, the count needs to be stored in a database. 1. There is only 1 camera on 1 door where boxes are unloaded from the truck and carried inside the room. The camera is of 2 MP and 2-4 meters above the head of men carrying the boxes. 2. The boxes are of cube shape, around 50-100cms in dimensions. The color of the boxes can be different. 3. 1-4 boxes can be carried at a time inside the room. Please let me know, your timeline and cost. I want to start within 3-4 days.
Project ID: 25462739

About the project

9 proposals
Remote project
Active 4 yrs ago

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9 freelancers are bidding on average ₹33,859 INR for this job
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Hi. I am an IIT Kanpur graduate working in the field of machine learning and deep learning for the last 5 years. I have already built object detection systems and object recognition systems. I am working as a data scientist in an industrial firm so I know what difficulties can be there. Message me to discuss more about the project. Thanks
₹33,000 INR in 15 days
5.0 (37 reviews)
5.4
5.4
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Hi, you are correct in that Computer Vision and Machine Learning are the perfect technologies for this job. The camera resolution sounds a bit low but providing the lighting is good enough and the boxes are not too small then we can get this to work with a very good level of accuracy. The libraries to use would be OpenCV + YOLOv3 and Python3. A sample of the recording of the CCTV camera would be needed for training.
₹26,400 INR in 8 days
5.0 (11 reviews)
4.9
4.9
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✅ Language : ----- C++, C#, VB, Python, Qt, Matlab, Java----- ✅ Skill : Machine learning, Deep learning Image processing(OpenCV, OpenGL...) Video codec processing(H264/265, ffmpeg, Mpeg4, YUY2...) MetaTrading, WebScrapping Database(MySQL, Access, Excel, MSSQL...) ✅ Platform : Windows, Mac, Ubuntu
₹29,000 INR in 7 days
5.0 (7 reviews)
3.9
3.9
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Hello, Sir. I read your opinion seriously. what will be the piece per second in conveyor belt ? Also what industrial camera you have planned for capturing the image ? We can also improve quality by doing image comparing with original image for better quality. I have experience of 7 years and done similar projects in done similar projects before. As a man of trust, I can develop your project with full perfection. Let me go on, you can get the best project that you can ever get. Skills: AI & ML, Image processing, Tensorflow, Keras, Pandas, Sci-learn, OpenCV, C, and C++ I am always ready to accept the challenges in the IT field with great dedication. I’m waiting for your positive response. Best regards
₹50,000 INR in 18 days
5.0 (1 review)
1.4
1.4
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Hi I've build an application that does exactly what you want. I started with building a detector to detect boxes and count the number of boxes that crossed a particular location/virtual line. Later I improved it's accuracy to 100% using object tracking and optimising the detector for low quality images. The algorithm runs on edge devices like daily use desktop that is generally present in the warehouse with low specs and it runs in real-time. I can quickly modify the algorithm for your specific use case. Feel free to ping me for more details.
₹23,333 INR in 3 days
0.0 (1 review)
0.0
0.0
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Hi, I read your requirements and it is very interesting to work on this project. We are a team of two people and we are engineering students. We have been working on image processing for a long time. I assure you to work with full dedication and give you the best result.
₹23,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of INDIA
Kharagpur, India
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Member since Sep 22, 2019

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