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cv-11-attendancesytsem_antispoofing

Anti-Spoof Face Recognition Attendance System. The system uses computer vision techniques to prevent spoofing attempts during face recognition, ensuring the accuracy and security of attendance records.

cv-13-brats2020_semantic_segmentaion

3D segmentation of brain tumors from the BraTS2020 dataset using TensorFlow, 3D-UNET architecture, and the segmentation-model-3D package. The BraTS2020 dataset is approximately 40 GB in size, comprising both training (~30 GB) and validation sets (~10 GB).

cv-dl-01-chesspiecedetection

cv-dl-02-breastcancerdetection_detectron2

cv-dl-04-attendance_system_facerecognition

cv-dl-06-vehicledetection_tfod1x

cv-dl-09-image2text_ocr

cv-dl-12_object_segmentation_and_tracking

Detection or Segmentation and Tracking (Track IDs + Trails) using YOLOv8 + DeepSORT

database-protein_and_dna_chains

Protein Chains | DNA Chains

dl-coccidiosis_disease_detection

Detect the presence of coccidiosis, a common parasitic disease in Poultry Chickens), using deep learning techniques. The app utilizes a transfer learning approach with the VGG16 architecture to classify input images as either indicative of coccidiosis or not.

dl_perceptron_pkg

DeepLearning_ANN_Perceptron: logic gates

fsds20-assignments

ml-03-forestfireprediction

A machine learning-based web app for forest fire and Fire Weather Index prediction. Performed Feature Selection, Feature Engineering, and voting classifier/Regressor based ensemble techniques. Implemented MongoDB and deployed it on Render

ml-04-thyroidprediction

Thyroid Disease Classification: A Multiclass Classification Approach Using Machine Learning

ml-04-thyroidprediction-public

Thyroid Disease Classification: A Multiclass Classification Approach Using Machine Learning

ml-05-obesity-classification

ml-06-similarity-detection-using-similarityalgorithms

ml-07-ensembleapproach-for-multifeature-prediction

ml-08-similar-quora-question-detection-using-tfidf

ml-09-predicting-instagram-likes-and-time-since-posted

ml-10-loan-approval-prediction

nlp-04-spellingcorrector

nlp-dl-02-brandmeasure

nlp-dl-07-text_summarizer

Text summarization system using the powerful Transformer model from Hugging Face's Transformers library.

nlp-llm-13-sqlpalm

SQLPaLM, allow user to query into SQL DB using Natural Language. Google PaLM, Chroma, LangChain, MySQL, Streamlit.

powerbi-hospitality-dashboard

powerbi-hr-analytics

ppt-preparation

ppt-screening-assignment

py-01-amazonscraper

Implemented MongoDB, Beautiful Soup, and Flask and Deployed on Render. Product ID, titles, ratings, price, discount, discounted price, and reviews can be extracted from a user-defined range of Amazon page numbers.