Prabhat Ale's repositories
Malaria-Cell-Image-Classification
This repository contains a flask app that can detect malaria cases given the image of human blood cell. In this app, the user can post the image of human blood cell through the interface provided by an app and the pretrained model is able to classify whether the human blood cell is parasitic(infected) or uninfected.
Global-Wheat-Head-Detection
Detecting wheat heads from outdoor images of wheat plants, including wheat datasets from around the globe. Created a model that can detect wheat heads from an image containing wheat plants using YoloV5 object detection algorithm, Tools: Pytorch, Python, YoloV5
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
Email_to_Whatsapp_Automation
This project is limited and confined to only one format of messages but for different format of messages you have to write your own scripts for sending automatic messages... This repository can be taken as a helper scirpt.er
High_Level_Statistics
This is a repository which shows the high level statistics of the datasets and calculate the outliers if present...
Machine_Learning_Tutorials
This repository covers all the machine learning algorithms including both regression and classification problem in supervised learning. It also covers unsupervised machine learning algorithms,artificial neural networks,deep learning, natural language processing and reinforcement learning.
ml-companies-in-nepal
Curated list of Machine Learning Companies in Nepal
ML_Intern_LeapFrog
This repository includes all the projects that I have worked on as an ML Intern at LeapFrog Technology Nepal.
mlops_main
mlops main demo
mlops_tutorial
It's a project to identify whether the sensors is working properly or not.(meaning that the sensor is giving errors or wrong data or not).
Neural-Style-Transfer
Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+
NLTK_Tutorials
These are the script files that I have created when learning natural language processing using NLTK library.. The repository also contains spam classification model in sms..
Red_Wine_Quality_Prediction
This repository contains the notebook file of red wine quality prediction using machine learning. I have experiemented with Random Forest, Gradient Boosting and Ada Boosting algorithm to create a ML model. Among them, Random Forest outperforms other algorithms interms of accuracy.
Text_Extraction_From_Forms
This is an assignment project that I was given when I had applied for the job at TreeLeaf Technologies.... I have used computer vision, tesseract and rule based method to extract the valueable information from the form.
WheatHeadDetection_YoloV5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
YOLOv4-Tutorials
This video tutorial series shows you how to infer and train your own custom YOLOv4 models, Step-by-step