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-3s-smoke-semantic-segmentation

ai4crowdsourcing-wildfire-hackathon

A crowdsourcing app intended to allow users to be able to detect and report wildfires while incorporating machine learning

aider

Aerial Image Database for Emergency Response Applications

android-demo-app

PyTorch android examples of usage in applications

autodistill

Images to inference with no labeling (use foundation models to train supervised models)

autodistill-grounded-sam

GroundedSAM Base Model plugin for Autodistill

autodistill-yolov8

YOLOv8 Target Model plugin for Autodistill

binary-segmentation-for-wildfire-detection

We have carried out binary semantic segmentation to detect wildfire and smoke. We used 4 bakbone architectures- Mobile Vision Transformer- Small and Extra Small Variant , Mobilenetv3 -Large variant and ResNet50. These backbone architectures were integrated with Deeplabv3+ segmentation framework. Codes have been implemented using tensorflow.

bpbreid

A strong baseline for body part-based person re-identification (check out our WACV23 paper)

c-3po

[PR] How to Reduce Change Detection to Semantic Segmentation

camera_flask_app

Camera app using flask, OpenCV wherein we can click pictures, record videos, apply filters like greyscale, negative and 'face only' snapchat filter.

cd0157-server-deployment-and-containerization

Server Deployment and Configuration project. This was formerly the nd0044 course 4 project.

cd0157_final_pipeline

Final Pipeline exercise for the cd0157-Server-Deployment-and-Containerization course.

cd0281-introduction-to-neural-networks-with-pytorch

Publicly available starter notebooks and related code for Udacity's Introduction to Neural Networks with PyTorch.

changesim

A multi-modal, photo-realistic dataset for online end-to-end scene change detection and more (accepted to IROS2021).

cityscapesscripts

README and scripts for the Cityscapes Dataset

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

clip-vil

[ICLR 2022] code for "How Much Can CLIP Benefit Vision-and-Language Tasks?" https://arxiv.org/abs/2107.06383

coco-text

COCO-Text API http://vision.cornell.edu/se3/coco-text/

complete-asp.net-mvc-for-all-level-with-real-world-practices

construction-site-safety-gears-detection-model-yolov8

Safety gears detection of 10 different classes of construction site workers. This repo contains the custom object detection notebook, models, dataset, results using YoloV8

crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

crnn.pytorch

Convolutional recurrent network in pytorch

data-analysis-training-modules

Data Analysis Training for Environmental Health Research

deep-learning-fire-segmentation

Implementation of several state-of-the-art Deep Learning models for fire semantic segmentation.

deep-smoke-deep-learning-model-for-smoke-detection-and-segmentation

deep-smoke-segmentation-recurrence

"Deep Smoke Segmentation" Paper Recurrence and Optimization

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deepfire

An ML project that detects wild fires in aerial forest imagery

deeplearning-