skarlett992 Goto Github PK

artist_style

High Resolution Style Transfer in PyTorch with Color Control and Mixed Precision :art:

breast_cancer_computervision

Breast Cancer ComputerVision

cadc

source codes of "Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection" (ICCV2021)

docusketch

DocuSketch

encefalit_vaccination

interactive encephalitis vaccination schedule

face_recognize

face_recognize

feature-vis-yolov3

Feature visualization tool for YOLOv3, a real-time objection detection algorithm using a deep convolutional network with a Darknet backbone. Visualizes performance attributes via saliency maps to identify how features in the input pixel space influence our network’s predictions in terms of classification and localization

football

forest_fire

hatiko_saliency

An open source, Explainable AI (XAI) framework and toolkit for visual saliency algorithm interfaces and implementations, built for analytics and autonomy applications.

heatmappy

Draw image and video heatmaps in python

isp_ran

ECG

learn_netology_pyda

magnit

magnit test_tasks

malaria_computer_vision

Malaria_Computer_Vision

mobilnet_ssd_opencv

MobilNet-SSD object detection in opencv 3.4.1

mulan

nlp_nexus_task_1

nlp_nexus_task_2

nlp_text_classification

Text binary classification - NLP

notebooks

Various notebooks used as bases for different articles I have published, plus occasional interesting projects.

objectdetection-saliency-maps

Based on the mmdetection framework, compute various salience maps for object detection.

ocr-post-correction

parsing_avito

research and preparation (parsing) to predict rooms in Moscow

person_detect_demo

person_detect_demo

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

real-fake-face-detection

real/fake face detection

real_time_detection

real time object detection

resunet_detect_defects

detect defects with ResUnet

saliency_alexanderkroner

Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]