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Counting cars with a neural network classifier from drone footage

£10-40 GBP

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投稿日: 4年以上前

£10-40 GBP

完了時にお支払い
Hey! I need someone to build a object counting system and train it to recognize and COUNT cars from drone footage. You can use any pre-trained model on any dataset you feel is relevant (COCO seems to be the one I would go for, but the choice is yours). I would recommend using Colab (because you can use the free GPU) to write the code, so we can make sure it runs correctly and there is no environment conflict and it will be easier for you to share the code when you are finished. Footage will be supplied and you are not required to use the whole footage, but you should use at least 1 minute of the footage in the final submission. You can share the code through github, gitlab or Colab or your preferred VCS You can use TensorFlow Counting API, your own code with your own models or whatever you like as long as: 1. Your code is only in Python >= 3.5 (anything with Python 2.x or below 3.5 would not be accepted) 2. Preferably you use TF or/and Keras, but PyTorch will be accepted also, however the code must use either of them 3. The system works and count the cars in the supplied video Expected process: 1. The Project is awarded and you start working on the project 2. You feel you’ve done it and you send a 10-20 second demo 3. You get 20% of the negotiated price if the results are satisfactory 4. You do the full 1 minute demo and send it over again 5. You get another 10% of the negotiated price again if results are satisfactory 6. You send the full code with any remarks you want to add 7. If the quality of the code is satisfactory and you have used TF and/or Keras, or PyTorch with Python 3.5+ you get the rest of the money (70%) 8. You get an awesome review for the job well done and we both walk off happy Disclaimers: Solutions in C#, C++, Java, R or anything other than Python will NOT be accepted NO pay-per-hour is going to be accepted and if requested it will be considered a deal-breaker Negotiated price is the final price, so what you bid is going to be what you get (if of course you don’t achieve something supreme and I’m very happy in which case you may get a tip)
プロジェクト ID: 22376021

プロジェクトについて

10個の提案
リモートプロジェクト
アクティブ 4年前

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Interested in your project..i have experince in Python, building Machine Learning models, Deep learning for computer vision and Natural language processing are some of my strong suites. Image processing, Object detection and localization, images segmentation are some of the projects i have worked on. In NLP text classification, sentiment analysis, text generation are some of the interesting work being carried out. For deep learning and NLP following are the tools i am most equipped with: 1. Keras 2. Tensorflow 3. Pytorch 4. Natural Language Tool Kit (NLTK) [login to view URL] Scraping When it comes to project following are the topics i have worked on 1. Convolutional Neural Networks for computer vision and NLP 2. Long Short Term Memory (LSTM's) 3. Transfer Learning (for feature extraction and fine tuning) 4. Linear, Logistic models, SVM, KNN, Random forest models for regression and classification I promise to provide you with great service which you deserve.
£25 GBP 7日以内
5.0 (7 レビュー)
4.2
4.2
この仕事に10人のフリーランサーが、平均£140 GBPで入札しています
ユーザーアバター
Hey there, I am working as a professional machine learning engineer with multiple years of experience in the field of deep learning. I've worked before in Detection projects i feel like i am a good fit for it. Check out my profile reviews to get a first impression of the deliverables i am providing. Other than that we can discuss anything about your project in chat. regards, Nick.
£500 GBP 7日以内
5.0 (19 レビュー)
6.1
6.1
ユーザーアバター
hello sir I'm a machine learning engineer having 2+ year of experience. I have done many projects on machine learning, Deep learning, image processing. Some of the projects are TMDB box office prediction humph back whale identification house prices prediction detecting different types of hemorrhage license plate detection and many more. I'm also rank in top 30% of kagglers in data science competition So I can assure you that I can deliver your project on time and earn a 5 star from you
£60 GBP 5日以内
4.7 (11 レビュー)
3.4
3.4
ユーザーアバター
I am familiar with Python programming and the platfrom TF/Keras. I have experience with Deep Learning for 2 years. Besides, I have a solid knowledge and practical experience in the area Deepl Learning. I am happy to work on this project.
£25 GBP 7日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
I am expert at Machine Learning and Deep Learning. I have experienced in lane and vehicle detection and recognition. I am also good at Tensorflow, PyTorch and Keras. I can use yolo3 with python for this project. If you choose me, i will satisfy you with my result. Best regards. Thanks so much.
£50 GBP 5日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
i have already worked on a similar project, i have built a model which idetifies weeds in a field. the script returns about what kind of weed , how many times did it appear or in simple words it keeps a record of weeds in a field.
£30 GBP 7日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
I have done projects for classification tasks using TF/Keras while using python. I can send you a link to my github to look at sample project. Relevant Skills and Experience Done similar projects using python with TF and Keras for classification. Can send you my github to look at example.
£166 GBP 14日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
hey,I can handle python projects comfortably. thorough at M.L ,D.L w.r.t tensorflow and keras. plz forward your pdf so,that i can fulfill your requirement within a stipulated time period. thanks &regards.
£20 GBP 7日以内
0.0 (0 レビュー)
0.0
0.0

クライアントについて

UNITED KINGDOMのフラグ
Bournemouth, United Kingdom
5.0
1
お支払い方法確認済み
メンバー登録日:10月 24, 2016

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