Notebooks
Community contributed notebooks to help you get started right away-
Image Denoising with SRCNN: SuperResolution CNN Architecture Applying SRCNN (Super-Resolution CNN architecture) for denoising images in PyTorchtrancongthinh· Over 1 year ago
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Mask Detection with YOLOv5 Object detection training process on custom dataset with YOLOv5trancongthinh· Over 1 year ago
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Age prediction - classic classification baseline solution Data preprocessing with augmentations and fine-tuning DenseNet for classification problems.trancongthinh· Over 1 year ago
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Face Age Prediction using Transfer Learning [81.3 F1] Face Age prediction using models pretrained on ImageNet [Resnet101v2]hemanth_kollipara· Over 2 years ago
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Face Mask Detection using Detecto Pytorch 98.1 AP BBox and Classification of Face mask Ai-Blitz-xiiihemanth_kollipara· Over 2 years ago
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Solution for submission 175266 A detailed solution for submission 175266 submitted for challenge Face De-Blurringjakub_bartczuk· Over 2 years ago
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U2Net Face deblurring using Nested U-Structure for Salient Object Detection; top1 - 0.798 SSIM scoreanna_mrukwa· Almost 3 years ago
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Solution for submission 174153 A detailed solution for submission 174153 submitted for challenge Face De-Blurringeren23· Almost 3 years ago
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[ Getting Started Notebook ] Face De-Blurring A getting started notebook for the challenge.ashivani· Almost 3 years ago
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Solution for submission 174985 A detailed solution for submission 174985 submitted for challenge Mask Predictionjakub_bartczuk· Almost 3 years ago
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[ Baseline ] Mask Prediction The baseline with a naive approach of mask detection using Canny Edge Detection, Sklearn Models etc.ashivani· Almost 3 years ago
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[ Getting Started Notebook ] Mask Recognition A getting started notebook for the challenge.ashivani· Almost 3 years ago
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Solution for submission 175683 A detailed solution for submission 175683 submitted for challenge Face Recognitionjakub_bartczuk· Over 2 years ago
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Solution for submission 175118 A detailed solution for submission 175118 submitted for challenge Face Recognitionkita· Almost 3 years ago
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ORB Feature Matching [LB 0.648] In this notebook, we will see how we can use ORB to match feature and then try to retrieve the bestjinoooooooooo· Almost 3 years ago
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[ Baseline ] Face Recognition The baseline for the challenge using MSE for calculating the similariy between imagesashivani· Almost 3 years ago
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[ Getting Started Notebook ] Face Recognition A getting started notebook with random submission for the challenge.ashivani· Almost 3 years ago
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Solution for submission 175171 A detailed solution for submission 175171 submitted for challenge Age PredictionSahcim· Almost 3 years ago
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Age Prediction Using pretrained CNN Finetuning a model from https://github.com/timesler/facenet-pytorch, pretrained on VGGFace2Zac· Almost 3 years ago
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Baseline with big potencial Strong baseline for image classification [LB 0.712]Yuki· Almost 3 years ago
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[Stratified K-Fold] Image Classification Swin Transformers Top Scoring approach to crack the leaderboardg_mothy· Almost 3 years ago
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[ Baseline ] Age Prediction Baseline for Age Prediction,we will be using random forest classfier on image pixel to predict age.aditya_jha150402· Almost 3 years ago
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[ Getting Started Notebook ] Age Prediction A getting started notebook for the challenge.ashivani· Almost 3 years ago
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Solution for submission 175607 A detailed solution for submission 175607 submitted for challenge Sentiment Classificationkadruschki· Over 2 years ago
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Solution for submission 174846 A detailed solution for submission 174846 submitted for challenge Sentiment Classificationpaulina_knut1· Almost 3 years ago
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Sentiment Classification: SVM/LGBM/CatBoost/XGBC classifier A notebook trying to solve this challenge with four methods (from a high-schooler in Vietnam^^)trancongthinh· Almost 3 years ago
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Lightgbm with Cross Validation A notebook to get started with lightgbm and setting up a proper cross validation schemejinoooooooooo· Almost 3 years ago
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[ Baseline ] Sentiment Classification A getting started notebook using Random Forest to classify different face sentiment using embedding.ashivani· Almost 3 years ago
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[ Getting Started Notebook ] Sentiment Classification A getting started notebook for the challenge.ashivani· Almost 3 years ago