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UMass-Rescue
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ImageSearch_CLIP
A system that creates clip embedding vectors for a large corpus of images, enabling efficient retrieval of images based on natural language text.
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Test the Entire Model on Unsplash Dataset for Performance Evaluation
#87
sravanigona
closed
2 days ago
1
Metrics file that runs the model on a database of images and calculates the accuracy and recall metrics
#86
sravanigona
closed
2 days ago
0
Sequential Image Search Optimization
#85
sravanigona
opened
2 days ago
0
Create app_info.md
#84
sahithi-66
closed
2 days ago
0
Create an App Info Page
#83
sravanigona
closed
2 days ago
1
Store dataset names
#82
sravanigona
closed
2 days ago
0
Addressing edge cases like input validations
#81
sravanigona
closed
2 days ago
0
Deleted unstructured old files
#80
sahithi-66
closed
4 days ago
0
Refactor and Structure Code for Maintainability
#79
sahithi-66
closed
4 days ago
0
Add Database Table for Storing Processed Dataset Metadata
#78
sahithi-66
closed
2 days ago
0
Refactor and Structure Code for Maintainability
#77
sahithi-66
closed
4 days ago
0
Handle Edge Cases in Dataset Preprocessing and Query Validation
#76
sahithi-66
closed
2 days ago
0
Fixing hardocded table name in database operations
#75
sravanigona
closed
1 week ago
0
Readme update
#74
sahithi-66
closed
1 week ago
0
Added Normalization for Cosine Similarity in FAISS Indexing
#73
sahithi-66
closed
1 week ago
0
Add Normalization for Cosine Similarity in FAISS Indexing
#72
sravanigona
closed
1 week ago
0
Ensure Embeddings Are Moved to CPU Before Passing to FAISS
#71
sahithi-66
closed
1 week ago
0
Process images in subdirectories
#70
sravanigona
closed
1 week ago
0
Adding title parameter for files in BatchFileResponses
#69
sravanigona
closed
1 week ago
0
Ensure Embeddings Are Moved to CPU Before Passing to FAISS
#68
sravanigona
closed
1 week ago
0
Update README File to Document Project Setup and Usage
#67
sravanigona
closed
1 week ago
0
Change os.listdir() to os.walk() for Recursive Directory Search
#66
sravanigona
closed
1 week ago
0
Add Title to BatchFileResponses for Search Endpoints
#65
sravanigona
closed
1 week ago
0
Setup Frontend Integration for Model
#64
sravanigona
closed
1 week ago
1
Enhance Text-to-Image Search with Captioned Data
#63
sahithi-66
opened
2 weeks ago
0
Accuracy Testing for Large Datasets
#62
sahithi-66
closed
2 days ago
0
Add metadata and schema setup for Flask-ML integration
#61
sahithi-66
closed
2 weeks ago
0
Defined task schema for flask ml endpoints
#60
sravanigona
closed
2 weeks ago
0
Convert dataset name input as enum type
#59
sravanigona
closed
2 weeks ago
0
Define Task Schema for search_by_image Endpoint
#58
sravanigona
closed
2 weeks ago
0
Define Task Schema for search_by_text Endpoint
#57
sravanigona
closed
2 weeks ago
0
Define Task Schema for dataset_processing Endpoint
#56
sravanigona
closed
2 weeks ago
0
Add Application Metadata for Flask-ML Integration
#55
sravanigona
closed
2 weeks ago
0
Convert dataset_name input to an Enum type for improved type safety and validation
#54
sravanigona
closed
2 weeks ago
0
Update Code to Take k as User Input for Top-N Results
#53
sahithi-66
closed
2 weeks ago
0
Update Code to Take num_results as User Input for Top-N Results
#52
sahithi-66
closed
2 weeks ago
0
API endpoint added to flask-ML to enable search by image input
#51
sravanigona
closed
3 weeks ago
0
Develop /search_by_image API Endpoint for Image-Based Search and Retrieval
#50
sravanigona
closed
3 weeks ago
0
Modularize Embedding Query and Retrieval Flow for Scalable Multi-Modal Search
#49
sravanigona
closed
3 weeks ago
0
Add Functionality to Search by Image Input
#48
sahithi-66
closed
3 weeks ago
0
Add Functionality to Search by Image Input
#47
sahithi-66
closed
3 weeks ago
0
Add Image Embedding Generation for Image Input
#46
sahithi-66
closed
3 weeks ago
0
Integrating with flask-ml and exposing server endpoints
#45
sravanigona
closed
1 month ago
0
Expose Search and Retrieval as an API Endpoint in Flask
#44
sahithi-66
closed
1 month ago
0
Expose Image Preprocessing as an API Endpoint using Flask-ML
#43
sahithi-66
closed
1 month ago
0
Add CLI for preprocessing and Search
#42
sahithi-66
closed
1 month ago
0
CLI for Search and Retrieval in cli.search
#41
sahithi-66
closed
1 month ago
0
CLI for Preprocessing Functions in cli.preprocess
#40
sahithi-66
closed
1 month ago
0
Add image path retrieval by indices and integrate with search module
#39
sahithi-66
closed
1 month ago
0
Script to search for top-k nearest neighbors using faiss index
#38
sravanigona
closed
1 month ago
0
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