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Crowd Counting from Images using CNN — project thumbnail preview
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Crowd Counting from Images using CNN

This project counts people in dense crowds with density-map regression — a CSRNet-style fully-convolutional network trained o...

Flask demo backend HTML/CSS/JavaScript Python 3.10 · PyTorch
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Dog Breed Identification from Photos using CNN — project thumbnail preview
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Dog Breed Identification from Photos using CNN

This project identifies dog breeds from photos using transfer learning — a ResNet-50 backbone pre-trained on ImageNet with a...

Git ResNet-50 transfer learning Stanford Dogs dataset
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Food Calorie Estimation from Photos using CNN — project thumbnail preview
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Food Calorie Estimation from Photos using CNN

This project estimates calories from meal photos with a two-headed CNN — an EfficientNet-B0 backbone that simultaneously clas...

Python 3.10 · PyTorch/Keras Flask demo backend HTML/CSS/JavaScript
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Hinglish Code-Mixed Translation using Transformers — project thumbnail preview
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Hinglish Code-Mixed Translation using Transformers

This project translates Hinglish — Hindi words in Roman script freely mixed with English, the way India actually types — into...

HTML/CSS/JavaScript mT5 fine-tuning IIT Bombay EN-HI corpus
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Keyword Extraction from Research Papers using NLP — project thumbnail preview
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Keyword Extraction from Research Papers using NLP

This project extracts keyphrases from research abstracts and papers with three compared methods — statistical TF-IDF, graph-b...

Flask demo backend HTML/CSS/JavaScript TF-IDF · TextRank · KeyBERT
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PCB Defect Detection using CNN — project thumbnail preview
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PCB Defect Detection using CNN

This project builds automated optical inspection for bare PCBs — a detector that localizes and classifies six defect types (o...

OpenCV Git Flask demo backend
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