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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

atmospheric-turbulence-removal

awesome-agriculture

List of project ideas/references which can help engineers build technology for agriculture which can eventually help farmers

awesome-agriculture-1

Open source technology for agriculture, farming, and gardening

awesome-interview-questions

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

awesome-precision-agriculture

Advancement of UAV, deep Learning and cutting edged technologies and papers in Precision Agriculture.

covid-19-scanner

cropobjectdetectiondatasetapp

Crop the image dataset of yolov4 of any size less than original image size

cs224u

Code for Stanford CS224u

csharp

CSharp Projects

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

drone-image-stitching

Image Stitching tool for UAV captured Images

drone-images-mosaicing

This project contains the code written from scratch to generate mosaics out of drone imagery. This code can also be used for panorama generation.

faster_rcnn_for_open_images_dataset_keras

Faster R-CNN for Open Images Dataset by Keras

ic-coffee

Code for the paper "A deep learning approach combining instance and semantic segmentation to identify diseases and pests of coffee leaves from in-field images" on Computers and Electronics in Agriculture.

image-stitcher

A panoramic image stitching tool made with OpenCV and Python

imagestitching

Conducts image stitching upon an input video to generate a panorama in 3D

jetsonyolov5

learnopencv

Learn OpenCV : C++ and Python Examples

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

monkey_caput

Custom PyTorch model (VGG-16 Auto-Encoder) and custom criterion (Local Aggregation) for image clustering. The repo contains elaborated creation of fungi image data using factory method.

mosaic

Multi-image planar mosaic reconstruction using python and opencv

opencv4cuda102ubuntu18

orthomosaic

Rectify and stitch images together using multiview geometry.

orthophoto_maps

A mapping software that generate individual maps(orthophotos) from images of drone

osm-instance-segmentation

Change Detector from Image to Vector - This project is about finding changes in vector data from orthophotos (i.e. aerial imagery) using deep learning.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-beginner

pytorch tutorial for beginners

pytorch-mask-rcnn