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ai_ml_companies_in_nepal

Helping AI/ ML/ DataScience practitioners and enthusiasts to get their dream job. Some are completely Nepal-based whereas some operate outside of the Nepal. Some are specially known for AI / ML whereas some has started to adopt AI / ML

allpy

assistance

banksystem

bigdata

This repo contains all the work that i did in the Bigdata module in the final semister

datastructures

Implementation of different data structures in python

diet_exercise_system

feature_engineering

This repo has .ipynb files which shows multiple types of feature transformation approach which we can apply in our dataset. Feature transformation comes under feature engineering step where we make our dataset 100% ready to feed into the model.

fyp-remaining-files

This repo contains all other files except sytem

fypdjango

hand_gesture_detection

This repo contains the detail explanation and implementation of hand gesture detection using tf object detection.

importantfiles

kraken

OCR engine for all the languages

kraken_ocr

librarymanagementsystem

machine_learning_sklearn

In this repository, I have included the ipynb files that have both scratch and sklearn implementation of ML algorithms with detailed explanation of the algorithm.

neural_network_scratch

In this repository I have included all the ipynb files in which I have tried to implement the neural network and other concepts from scratch.

neuralnetwork_activationfunction

This repo contains the scratch implementation and detail explanations of the popular and mostly used activation functions.

object_oriented_program

This repository consists the detail implementation of OOP concepts using python

opencv

This repo contains the file implementing various algorithms of Face detection and recognition using OpenCV Haarcascade, Dlib's [HOG & MMOD], MTCNN, RetinaFace, Contrastive_loss, triplet_loss, etc.

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

principle_component_analysis

This repo consists of scratch and library implementation of the famous dimensionality reduction technique PCA.

pytorch-complete-course

Pytorch fundamental to advance notes with codes

searchengine

shreejan-git

snake_water_gun_game

transfer_learning

This repo consists the implementation of pre-trained models for image classification and object detection

wildanimals_detection

A real-time object detection project built in Yolo V3 to detect the targeted wild animals: tiger, rhino, and elephant.

yolo_custom_implementation

YOLOV7 and different object tracking approaches custom implementation.

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors