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Machine Learning/Deep Learning expert for name detection from images

$750-1500 USD

クローズ
投稿日: 4年以上前

$750-1500 USD

完了時にお支払い
Looking for an expert specialized in machine learning/deep learning for images. We're building an education app and wanted to add a feature to show name of the image for the images user uploads. The app will be mainly focus on animals including mammals and reptiles. Please write below on your cover letter: - technical feasibility - your background especially in machine learning relevant to this job - your approach to bring it to live(not details now, just outlines) - accuracy - optionally I am open to use 3rd party API if its applicable In addition to above, please add your thoughts to run this project successfully. Template bids will be ignored.
プロジェクト ID: 20776203

プロジェクトについて

29個の提案
リモートプロジェクト
アクティブ 5年前

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この仕事に29人のフリーランサーが、平均$1,171 USDで入札しています
ユーザーアバター
Hello, there. This is machine learning/deep learning expert! - It can be done using image classification or image captioning. I want to discuss with you via chat. - I have heavy experience in image classification and object detection using deep learning. I am familiar with tensorflow, caffe, pytorch, keras, etc. - I think I can implement it with python. - more than 90%, anyway, I have to check the dataset, I can get more than 95%. Please contact me so that we can discuss in detail. Hope to hear from you soon. Best regards. Widad.
$1,200 USD 7日以内
5.0 (65 レビュー)
6.9
6.9
ユーザーアバター
Hey there, So, the first thing that i can easily say is that the accuracy will totally depend on the number of classes we need to predict and the data provided for the training of the model, I can create a dataset of animals if you can give me the classes that you want to train the model on, the accuracy can vary depending on the number of classes. Exp: I have 5 years of experience in the field of deep learning which i can prove in the private chat. Approach: We can probably use a pre-trained model because models like Inception are getting insane accuracies for multi-class problems, i could create something from scratch too, no problem with either. Reach me for a discussion about your project, Regards, Nick.
$1,125 USD 7日以内
5.0 (19 レビュー)
6.1
6.1
ユーザーアバター
Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Name Detection Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$1,125 USD 7日以内
4.8 (53 レビュー)
6.4
6.4
ユーザーアバター
Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$1,125 USD 7日以内
4.9 (51 レビュー)
5.9
5.9
ユーザーアバター
Do you want to detect the name of an object in the image? So example, If a user uploads a Cat image, it will be named "Cat". If a user uploads "Lion" image, it will be named "Lion", like that? If yes, I am the right person for this job. We can discuss the details over chat. Now let me talk about my experience: I have been working as a Data Scientist & Machine Learning Engineer for more than one year now. Experience with: - Deep Learning: Deep Neural Networks, Convolution Neural Networks, Recurrent Neural Networks etc. - Gradient Boosting algorithms - Natural Language Processing - Unsupervised learning Some of the projects on which I worked are: - Bird Detection: Prevent collision between Birds and Wind Turbine. - Movie Recommendation website using Machine Learning + Web Development Knowledge - Machine Learning Bot that plays Tic Tac Toe at 10x10 board size. The tree size of 10x10 board is more than the number of atoms in the universe. - Age, Gender prediction by looking at the face of a person - Hair Segmentation - Image Segmentation - Facial Recognition - Potential Customer prediction - Predict if a comment is toxic or not - Predict how likely a windows machine is to be hit by malware.
$750 USD 7日以内
5.0 (29 レビュー)
5.5
5.5
ユーザーアバター
I will use R-fast-CNN or Yolo for your project that is widely used to detect the objects now . I am professional Math/Algorithm/Machine learning/Image processing Expert. the accuracy will be 95% over.
$1,500 USD 7日以内
4.6 (20 レビュー)
6.1
6.1
ユーザーアバター
Hi there, my name is Daniel. I have a masters in engineering and a nano-degree in self-driving vehicles. My partner, who will be involved in this project as well, has an specialization in deep learning, as well as has written two book on the subject. We both have plenty of experience working on computer vision problems, including image classification, style transfer, image enhancement and so on. The idea would be to build a neural network specialized in recognizing animal images, by using a large dataset for that (typically available online). We would build the network in Python, using PyTorch. Accuracy could be above 80-90%. Hope to hear back from you soon!
$1,450 USD 7日以内
5.0 (9 レビュー)
5.5
5.5
ユーザーアバター
Hello, Sir. I am so happy for this chance to give us this opportunity to work with you in your project. My name is Kornienko.V and I am a Computer Vision, ML, DL expert. - technical feasibility Your project needs customized TensorFlow model using deep learning, deep learning is able to classify animals correctly. I can learn the detection model using the Tensorflow or Keras. - your background especially in machine learning relevant to this job I have ever developed the object detection app with deep learning, e.g. face detection, recognition, object detection, and recognition. - approach to bring it to live In order to do your project, I need enough image dataset, which each class includes at least 200 images, if possible, 500 images. - accuracy Bigger image dataset is, higher app's accuracy is. If I have enough dataset, I can satisfy the accuracy of over 90%. One Question: For deep learning, it needs high-end PC. could you provide it? I would like to discuss more detail with chat. Sincerely.
$1,300 USD 7日以内
5.0 (5 レビュー)
4.3
4.3
ユーザーアバター
Dear sir. I read your project description very carefully. I've really rich experience in developing Name Detection Program, so your project is very interesting to me. In the past, I developed many projects related on Programming skills. I believe this will be a good starting point of the business relation between us. Thank you.
$900 USD 7日以内
5.0 (6 レビュー)
4.0
4.0
ユーザーアバター
Hi. I am PhD in the Computer Science and have about 19 years of software development experience including Machine Learning and Computer Vision. The task is feasible. For similar tasks Deep Neural Networks are used nowadays in particular CNN. Accuracy will depend on number of distinct animals you want to recognize, quality of images and size of a data set used for training. Usually you may expect quality not too far from human's accuracy.
$1,500 USD 30日以内
5.0 (3 レビュー)
3.7
3.7
ユーザーアバター
Hi Please mention what sort of images user will upload and how many categories we need to address ? If it is about daily used items then we can use imagenet data which addresses 1000 categories with more than 80% accuracy. I have been doing deep learning development since 2017. I have experienced several state of the art models like inception, vgg, resnet and densenet. Lets discuss
$1,500 USD 30日以内
4.6 (1 レビュー)
4.1
4.1
ユーザーアバター
Hi,i'm a data scientist with a BS degree in computer science i will do your task as fast as i can and i will achieve it exactly as you want,don't worry about any thing contact me for discussion
$750 USD 7日以内
4.9 (13 レビュー)
3.5
3.5
ユーザーアバター
Salutations, I dont really answer questions. I just do it. I have been developing scripts in the python environment for many years. I can intern your tasks. I have experience with all of the following: Python / Deep Learning / Machine Learning / Image Processing / Data Science SciKit Learn / NumPy / Tensorflow / Web Services / NLP / Scientific visualization I must have a milestone created and complete specifications sent before i can do anything at all. Kind Regards
$1,125 USD 10日以内
4.0 (1 レビュー)
2.7
2.7
ユーザーアバター
I have good skills in ML and I have developed many ML model using it. below I am describing the work flow for this task. 1. i will get the dataset of different animal and train with dataset. 2. generate model will be applied to unseen images and it will identify the name of an animal. 3. for this task I will use python language. 4. also,I m aware of popular python libraries like tensorflow pandas kerras openCV for machine learning/ deep learning. for more discussion you can message me back.
$1,111 USD 14日以内
5.0 (1 レビュー)
1.0
1.0
ユーザーアバター
Hi I have developed ball detection and speed calculation, Object detection from image and face detection, etc. I am have rich experience in AI, ML and DL. I can deliver good result that you want. Please send me message. Let's discuss detail in chat. Hope to work with you. Best Regards.
$1,125 USD 7日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
Hey, I'm a Masters Student in Natural Language Processing with extensive experience in Deep Learning, NLP, Speech Recognition and Text-to-Speech (TTS). I also have 4 years of full-time work experience as an ML Engineer. My current research work is on Adversarial training of End-to-End Speech Recognition. I am a problem solver and I believe in providing complete solutions. If you have a project in mind and you don't even know where to start, then you've come to the right person. I also have a vast knowledge of Statistical Learning like categorical data analysis, Bayesian statistics, decision trees, cluster analysis, and predictive modelling. I have also managed live production environments on AWS. ML frameworks: Tensorflow, PyTorch, Keras, Chainer, Theano, Apache Spark Python frameworks: numpy, pandas, scikit etc. Programming Languages: Python, SQL I'm flexible with my working hours and am happy to work closely with any existing freelancers you work with. You can expect prompt, polite and helpful communication from me. I look forward to hearing from you! Kind regards, Himanshu
$1,200 USD 10日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
Hi I am a PhD candidate and a machine learning expert. I have experience in Computer vision using deep learning . My approach is to use prelabeled dataset where the names are there and then build a classifier that classifies each image to its name . contact me for details
$750 USD 7日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
Hi there. I am a computer science student, 4th grade. also I have 3 years part time work experience & freelance experiences. About project; Firstly, we need a image dataset to train our model. Finding animal picture dataset is not so hard. I did my school's final project on detecting sarcasm on texts. Also I'm following kaggle platform which is a data science platform. So I have some background on the machine learning but as always, I need to learn much and much more things :) I Guess, we need to use cloud techs to bring it live. Because processing image data is a hard thing for a regular pc. We need to look CNN, DNN, OpenAI solutions for the project. Also, We need to use deep learning techniques. I don't know any 3rd party API for yet but after some research, maybe we can find that may fit our purpose. About accuracy, of course my model cannot be compared with the models used by tesla :) but It won't be scaring. If you are inretested in we can discuss details over chat. Thanks in advance!
$1,250 USD 10日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
Hi, I am a professional Machine learning expert and can work on Structured, Unstructured learning having total of 4 years of experience in Machine Learning. I have an experience into Python with Machine learning using Scikit-learn. Previously worked on Structured and Unstructured learning and also, used Other libraries like, Pandas, Scipy and Numpy. Worked on Linear regression, Classification and NLP(Natural language processing) using nltk libraries. Milestones: 1. Create the image identification system with size shape and color and Map with the given input. 2. Total of 4 years of Experience into Machine Learning. 3. Create an api that can take input as image or list of images and can return output with the images and names to specific images. This is just a Backend which can process the image. Front-End can take UI development which can send to Backend. 4. Accuracy can be achieved when more and more images can be processed and can vary on the amount of data. 5. If required can use the third party api's but not required a can create own api to detect the image and identify the image. Regards, Saurabh. Also, can work on image processing. Can deliver the project on time depends on the project concept and architecture. Regards, Saurabh.
$1,450 USD 7日以内
0.0 (0 レビュー)
0.0
0.0
ユーザーアバター
- technical feasibility Feasible since the recognition of animals using deep learning has been done before (I did it before) - your background especially in machine learning relevant to this job 1-year experience working for an insurance company bachelor and master degree in Data Science where I applied machine learning and deep learning in various projects - your approach to bring it to live(not details now, just outlines) Use existing deep learning model (which already has proven to work) and labeled images to train the model - accuracy 80 - 95 % depending on the - optionally I am open to use 3rd party API if its applicable The use of an existing deep learning model which is freely available
$1,125 USD 7日以内
0.0 (0 レビュー)
0.0
0.0

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UNITED STATESのフラグ
Springville, United States
4.7
3
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メンバー登録日:2月 21, 2018

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