{"id":20392701,"url":"https://github.com/baptvit/tcc-1-unb","last_synced_at":"2026-04-21T19:01:48.244Z","repository":{"id":130241972,"uuid":"209419458","full_name":"baptvit/TCC-1-UnB","owner":"baptvit","description":"TCC1 UnB 2/2019 - SS - XAI techniques applied on convolutional neural network for skin lesion classification - First phase","archived":false,"fork":false,"pushed_at":"2019-12-11T22:09:42.000Z","size":214597,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-15T10:27:02.554Z","etag":null,"topics":["clinical-images","convolutional-neural-networks","pytorch","skin-lesions-classification","unb","xai"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/baptvit.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-09-18T23:10:09.000Z","updated_at":"2019-12-24T14:54:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"95e57199-2b9b-46a0-8f63-241dfb3be69f","html_url":"https://github.com/baptvit/TCC-1-UnB","commit_stats":null,"previous_names":["baptvit/tcc-1-unb"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baptvit%2FTCC-1-UnB","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baptvit%2FTCC-1-UnB/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baptvit%2FTCC-1-UnB/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baptvit%2FTCC-1-UnB/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/baptvit","download_url":"https://codeload.github.com/baptvit/TCC-1-UnB/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241941969,"owners_count":20046219,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["clinical-images","convolutional-neural-networks","pytorch","skin-lesions-classification","unb","xai"],"created_at":"2024-11-15T03:45:05.458Z","updated_at":"2026-04-21T19:01:43.211Z","avatar_url":"https://github.com/baptvit.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# TCC 1 UnB\n## Universidade de Brasília - UnB\n## Faculdade UnB Gama - FGA\n## Electronic Engineering\n\n### XAI techniques applied on convolutional neural network for skin lesion classification - First phase\n#### Author: João Vitor Rodrigues Baptista\n#### Advisor: Dr. Nilton Correia da Silva\n\n## Usage \nThis is a academic project so if you want to replicate or use any code. Just cite this work.\n\n```\n@misc{jvrbaptista,\n  author = {Baptista, João and Silva, Nilton},\n  title = {XAI techniques applied on convolutional neural network for skin lesion classification},\n  year = {2019},\n  publisher = {GitHub},\n  journal = {GitHub repository},\n  howpublished = {\\url{https://github.com/helpthx/TCC-1-UnB}},\n}\n```\n## How to replicate \n\nJust follow the steps write on the [paper](https://github.com/helpthx/TCC-1-UnB/tree/master/text)\n\nFollow this pipeline with the notebooks provide above.\n![pipeline](./exp-7/pre-proccess-dataset_3.png)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbaptvit%2Ftcc-1-unb","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbaptvit%2Ftcc-1-unb","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbaptvit%2Ftcc-1-unb/lists"}