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$30 USD / hour
Flag of PAKISTAN
charsadda, pakistan
$30 USD / hour
It's currently 9:14 PM here
Joined March 3, 2017
2 Recommendations

Mansoor A.

@Mansoor1290

5.0 (14 reviews)
5.3
5.3
100%
100%
$30 USD / hour
Flag of PAKISTAN
charsadda, pakistan
$30 USD / hour
100%
Jobs Completed
80%
On Budget
84%
On Time
4%
Repeat Hire Rate

Machine learning, Deep learning, Robotics

? Hey there! I'm Mansoor, your go-to expert for all things Machine Learning, Deep Learning, Computer Vision, Data Science, Robotics, Image Processing, and Python. With a fiery passion for innovation and a knack for delivering exceptional results, I'm here to elevate your projects to new heights. ? ? My forte lies in harnessing the latest techniques and algorithms to craft intelligent, robust solutions. In the realm of **Machine Learning**, I specialize in: - ✅ Support Vector Machines (SVM) - ✅ Random Forest - ✅ Gradient Boosting - ✅ K-Nearest Neighbors (KNN) - ✅ Decision Trees In **Deep Learning**, I'm proficient in: - ✅ Convolutional Neural Networks (CNN) - ✅ Recurrent Neural Networks (RNN) - ✅ Generative Adversarial Networks (GAN) - ✅ Long Short-Term Memory Networks (LSTM) - ✅ Transformer Networks And in the realm of **Computer Vision**, I excel in: - ✅ Feature Detection - ✅ Object Tracking - ✅ Semantic Segmentation - ✅ Instance Segmentation - ✅ Object Recognition I have extensive experience in various fields, including: ? **Medical Imaging**: - ✅ X-ray Disease Detection - ✅ CT Scan Analysis - ✅ MRI Image Analysis - ✅ Disease Classification - ✅ Tumor Detection - ✅ Organ Segmentation ? **Agriculture**: - ✅ Weed Detection - ✅ Plant Disease Detection - ✅ Crop Classification - ✅ Crop Yield Prediction - ✅ Plant Segmentation - ✅ Precision Agriculture ?️ **Smart Cities**: - ✅ Traffic Flow Prediction - ✅ Pedestrian Detection - ✅ Urban Planning Analysis - ✅ Waste Management Optimization - ✅ Environmental Monitoring ? **Surveillance and Security**: - ✅ Anomaly Detection - ✅ Facial Recognition - ✅ Object Tracking in Video - ✅ Intrusion Detection Systems From wielding the powers of Keras, TensorFlow, and PyTorch to sculpting intricate neural network architectures for tasks spanning classification, object detection, segmentation, and natural language processing, I thrive on pushing boundaries. ? ✨ My commitment to excellence is unwavering, reflected in my meticulous attention to detail, knack for problem-solving, and knack for effective communication. Your unique needs are my priority, and I'm dedicated to crafting tailored solutions that exceed expectations. ? ? So, if you're on the hunt for a reliable, skilled freelancer to tackle your machine learning, deep learning, computer vision, data science, or robotics projects, look no further. Let's join forces and transform your visions into reality with cutting-edge technology. ? ? Reach out today, and let's kickstart this journey towards success together! ?

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Portfolio

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8576622
6629126
6326220
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6326236

Reviews

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Showing 1 - 5 out of 14 reviews
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5.0
£50.00 GBP
Mansoor is professional who invests time to his craft. I enjoyed every step of the project and would definitely use him in any future project.
Python
Article Rewriting
Machine Learning (ML)
Neural Networks
+1 more
O
Flag of Ogechukwuka E.
@outstandingjohn3
10 months ago
5.0
£670.00 GBP
They have a great knowledge of the field and was very professional
Web Security
Computer Security
Machine Learning (ML)
J
Flag of Tolulope F.
@jackwits0
10 months ago
5.0
₹6,500.00 INR
The freelancer completed the work quickly and has great knowledge on deep learning applications. Recommened and wish to work with him for my next projects.
User Avatar
Flag of Malla S.
@mallasudhakar
3 years ago
5.0
₹3,000.00 INR
He is very helpful and an expert in his domain, he will clear all your doubts.
Python
Engineering
Matlab and Mathematica
Neural Networks
Deep Learning
S
Flag of Sachin K.
@sachin24704
3 years ago
5.0
₹14,500.00 INR
It was nice working with you and looking forward to work in future projects as well
Machine Learning (ML)
Amazon Web Services
AWS Lambda
Amazon S3
User Avatar
Flag of Saravana K.
@Sarajki333
3 years ago

Experience

Researcher

National center of Robotics and Automation
Jan 2019 - Present
Working on "Computer Vision-based Control of Precision Agricultural Sprayer"  To detect and classify crops and weeds in real time through suitable techniques from machine vision and machine learning.  To detect plant disease in real time in early stages.  To control flow or pressure of the spraying nozzle in real-time based on feedback from vision sensor.

Education

Ms Mechatronics

Pakistan 2017 - 2021
(4 years)

Mechatronics engineering

North West Frontier Province University of Engineering and Technology, Pakistan 2012 - 2016
(4 years)

Qualifications

Fundamentals of deep learning for computer vision

Nvidia
2019
Learnt about vision system and image processing.

Neural Networks and Deep Learning

Coursera
2019
Learnt a lot about the neural networks

Convolution neural networks

Coursera
2018
In this course i learnt a lot about deep learning.

Publications

Crop and weeds image dataset utilization for vision-based spraying by agricultural robots

Mdpi 2022
Selective agrochemical spraying is a highly intricate task in precision agriculture. It requires spraying equipment to distinguish between crop (plants) and weeds and perform spray operations in real-time accordingly. The study presented in this paper entails the development of two convolutional neural networks (CNNs)-based vision frameworks, i.e., Faster R-CNN and YOLOv5, for the detection and classification of tobacco crops/weeds in real time.

low-cost histopathology images to predict esophageal squamous cell carcinoma via deep learning

The American Association for Cancer Research,Cancer Research 2022
Like many cancers, esophageal squamous cell carcinoma, has a substantially better survival rate if detected in early stages, making early detection a critical element in successful treatment. On the other hand, deep learning tools that employ high-resolution whole slide images and therefore substantially greater compute power and are not easily accessible in low-resource settings.

A Highly Reliable Convolutional Neural Network Based Soft Tissue Sarcoma Metastasis Detection .

Cancer, Mdpi 2021
The aim of the study was to utilize AI to obtain analyzes regarding metastasis on lung X-rays in the most possible sensitive and specific manner in sarcoma patients. Results: in this study we present a new type of convolutional neural network-based system with a precision of 71.2%, specificity of 90.5%, sensitivity of 94%, recall of 94% and accuracy of 91.2%. A good detection of even small findings was determined.

A Novel Machine Learning Technique for the Classification of COVID-19 and Pneumonia

PakJET 2021
In this paper, machine learning and ANN algorithm have been employed along with different feature extraction techniques for k-nearest neighbors (KNN), support vector machine (SVM), and naïve Bayesian (NB). To justify the effectiveness of the proposed method, a comparative analysis was performed with other established methods. The results exhibited that the proposed method has accuracy, precision, sensitivity, and F1 score of 94%, 0.94, 0.96 and 0.95 respectively.

Real-Time Machine-Learning Based Crop/Weed Detection and Classification

ICEEE 2020
In order to increase yields per acre and to protect crops from diseases, the exact amount of agrochemicals should be sprayed according to the field/crop requirements. This paper presents a real-time computer vision- based crop/weed detection system for variable-rate agrochemical spraying. Weed/crop detection and classification were performed through the Random Forest classifier.

Real Time Health Monitoring of Industrial Machine Using Multiclass Support Vector Machine

ICCRE
The proposed fault detection and isolation scheme comprises three stages: data acquisition, feature extraction and multiclass support vector machine classifier. This investigates single and multiple faults in single-phase induction motor including bearing fault, load fault and their combination.

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