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Dataset Name: Lacuna Malaria Detection Challenge Dataset Basic Description: Description not found 📖 FULL DATASET DESCRIPTION: ================================== The images in the dataset were captured by placing a smartphone over a microscope to capture the Field of View (FOV) of the blood slide through the eyepiece of the microscope. Along with the image, the slide from which the image was captured, the stage micrometer readings of the microscope, and the objective lens settings were recorded, and a maximum of 40 images was captured from each slide. This blood slide image dataset was curated to facilitate using Computer Vision techniques for quick and accurate diagnosis of malaria in low-resource settings. This dataset adds to existing malaria microscopy datasets and can be used to improve machine learning models to generalise to data collected in other communities like Uganda. There are 2 747 images in the train and 1 178 in the test. 📥 DATASET DOWNLOAD INFORMATION ================================== 🔴 Dataset Size: Download dataset as zip (4 GB) 🔰 Direct dataset download link: https://www.kaggle.com/api/v1/datasets/download/rajsahu2004/lacuna-malaria-detection-dataset 📊 Additional information: ================================== File count not found Views: 9,764 Downloads: 1,379 📚 RELATED NOTEBOOKS: ================================== 1. ComputerVision_End-to-End _TransferLearning | Upvotes: 33 URL: https://www.kaggle.com/code/swarnabh31/computervision-end-to-end-transferlearning 2. Perfect Lacuna Malaria Detector | Upvotes: 22 URL: https://www.kaggle.com/code/killa92/perfect-lacuna-malaria-detector 3. Blood Cell Segmentation Dataset | Upvotes: 15 URL: https://www.kaggle.com/datasets/jeetblahiri/bccd-dataset-with-mask 4. ComputerVision_LacunaMalariaDetection_SimpleCNN | Upvotes: 13 URL: https://www.kaggle.com/code/swarnabh31/computervision-lacunamalariadetection-simplecnn 5. Low Light Imaging Dataset | Upvotes: 1 URL: https://www.kaggle.com/datasets/arjav007/low-light-mosquito-images ================================== ⭐️ By: https://t.me/datasets1

Dataset Name: A Large Scale Fish Dataset Basic Description: A Large-Scale Dataset for Fish Segmentation and Classification 📖 FULL DATASET DESCRIPTION: ================================== A Large-Scale Dataset for Segmentation and Classification Authors: O. Ulucan, D. Karakaya, M. Turkan Department of Electrical and Electronics Engineering, Izmir University of Economics, Izmir, Turkey Corresponding author: M. Turkan Contact Information: [email protected] General Introduction This dataset contains 9 different seafood types collected from a supermarket in Izmir, Turkey for a university-industry collaboration project at Izmir University of Economics, and this work was published in ASYU 2020. The dataset includes gilt head bream, red sea bream, sea bass, red mullet, horse mackerel, black sea sprat, striped red mullet, trout, shrimp image samples. If you use this dataset in your work, please consider to cite: @inproceedings{ulucan2020large, title={A Large-Scale Dataset for Fish Segmentation and Classification}, author={Ulucan, Oguzhan and Karakaya, Diclehan and Turkan, Mehmet}, booktitle={2020 Innovations in Intelligent Systems and Applications Conference (ASYU)}, pages={1--5}, year={2020}, organization={IEEE} } 📥 DATASET DOWNLOAD INFORMATION ================================== 🔴 Dataset Size: Download dataset as zip (3 GB) 🔰 Direct dataset download link: https://www.kaggle.com/api/v1/datasets/download/crowww/a-large-scale-fish-dataset 📊 Additional information: ================================== Total files: 18,400 Views: 290,000 Downloads: 30,800 📚 RELATED NOTEBOOKS: ================================== 1. Fish classifier & Grad-CAM viz (acc. 99,89%)🐟 | Upvotes: 397 URL: https://www.kaggle.com/code/databeru/fish-classifier-grad-cam-viz-acc-99-89 2. Fish Analysis 🐠🐠🐡🐡 ♓️ ♓️ | Upvotes: 308 URL: https://www.kaggle.com/code/fahadmehfoooz/fish-analysis 3. 🐟 Fish Image Species Classification | Upvotes: 215 URL: https://www.kaggle.com/code/gcdatkin/fish-image-species-classification 4. Fish Dataset | Upvotes: 52 URL: https://www.kaggle.com/datasets/markdaniellampa/fish-dataset 5. Tilapia Fresh and Non Fresh Image Dataset | Upvotes: 6 URL: https://www.kaggle.com/datasets/haripriyasanga/tilapia-fish-fresh-and-non-fresh-species ================================== ⭐️ By: https://t.me/datasets1

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Dataset Name: CT KIDNEY DATASET: Normal-Cyst-Tumor and Stone Basic Description: Dataset to detect auto Kidney Disease Analysis 📖 FULL DATASET DESCRIPTION: ================================== CT KIDNEY DATASET: Normal-Cyst-Tumor and Stone The dataset was collected from PACS (Picture archiving and communication system) from different hospitals in Dhaka, Bangladesh where patients were already diagnosed with having a kidney tumor, cyst, normal or stone findings. Both the Coronal and Axial cuts were selected from both contrast and non-contrast studies with protocol for the whole abdomen and urogram. The Dicom study was then carefully selected, one diagnosis at a time, and from those we created a batch of Dicom images of the region of interest for each radiological finding. Following that, we excluded each patient's information and meta data from the Dicom images and converted the Dicom images to a lossless jpg image format. After the conversion, each image finding was again verified by a radiologist and a medical technologist to reconfirm the correctness of the data. Our created dataset contains 12,446 unique data within it in which the cyst contains 3,709, normal 5,077, stone 1,377, and tumor 2,283 Kindly Cite if you are finding this helpful- Islam MN, Hasan M, Hossain M, Alam M, Rabiul G, Uddin MZ, Soylu A. Vision transformer and explainable transfer learning models for auto detection of kidney cyst, stone and tumor from CT-radiography. Scientific Reports. 2022 Jul 6;12(1):1-4. Thanks to Mehedi Hasan, Medical Technologist, who assisted to gather all the data from different hospitals. 📥 DATASET DOWNLOAD INFORMATION ================================== 🔴 Dataset Size: Download dataset as zip (2 GB) 🔰 Direct dataset download link: https://www.kaggle.com/api/v1/datasets/download/nazmul0087/ct-kidney-dataset-normal-cyst-tumor-and-stone 📊 Additional information: ================================== Total files: 12,400 Views: 114,000 Downloads: 24,500 📚 RELATED NOTEBOOKS: ================================== 1. KIDNEY-diseases 0.999 accuracy | Upvotes: 132 URL: https://www.kaggle.com/code/akshayr009/kidney-diseases-0-999-accuracy 2. KidneyVision | Upvotes: 111 URL: https://www.kaggle.com/code/atifaliak/kidneyvision 3. Kidney Disease Classifier With 99% (CNN) | Upvotes: 109 URL: https://www.kaggle.com/code/ahmedbadr22/kidney-disease-classifier-with-99-cnn 4. Kidney Stone Images with Bounding Box Annotations | Upvotes: 69 URL: https://www.kaggle.com/datasets/safurahajiheidari/kidney-stone-images 5. Kidney Stone | Classification and Object Detection | Upvotes: 26 URL: https://www.kaggle.com/datasets/imtkaggleteam/kidney-stone-classification-and-object-detection ================================== ⭐️ By: https://t.me/datasets1

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Dataset Name: COVID19 Tweets Basic Description: Tweets with the hashtag #covid19 📖 FULL DATASET DESCRIPTION: ================================== These tweets are collected using Twitter API and a Python script. A query for this high-frequency hashtag (#covid19) is run on a daily basis for a certain time period, to collect a larger number of tweets samples. The collection script can be found here: https://github.com/gabrielpreda/covid-19-tweets The tweets have #covid19 hashtag. Collection started on 25/7/2020, with an initial 17k batch and will continue on a daily basis. You can use this data to dive into the subjects that use this hashtag, look to the geographical distribution, evaluate sentiments, looks to trends. 📥 DATASET DOWNLOAD INFORMATION ================================== 🔴 Dataset Size: Download dataset as zip (29 MB) 🔰 Direct dataset download link: https://www.kaggle.com/api/v1/datasets/download/gpreda/covid19-tweets 📊 Additional information: ================================== File count not found Views: 199,000 Downloads: 25,400 📚 RELATED NOTEBOOKS: ================================== 1. 🦠COVID-19: Sentiment Analysis & Social Networks | Upvotes: 546 URL: https://www.kaggle.com/code/andradaolteanu/covid-19-sentiment-analysis-social-networks 2. Text-Representations | Upvotes: 424 URL: https://www.kaggle.com/code/nkitgupta/text-representations 3. Covid 19 tweet sentiment analysis | Upvotes: 246 URL: https://www.kaggle.com/code/alankritamishra/covid-19-tweet-sentiment-analysis 4. Black Friday Tweets | Upvotes: 18 URL: https://www.kaggle.com/datasets/mathurinache/black-friday-tweets 5. COVID-19 Tweets (Second Wave) | Upvotes: 9 URL: https://www.kaggle.com/datasets/himanshutripathi/covid19-tweets-second-wave ================================== ⭐️ By: https://t.me/datasets1

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Dataset Name: Underwater Object Detection Dataset Basic Description: Yolov5 PyTorch format underwater life dataset for object detection 📖 FULL DATASET DESCRIPTION: ================================== The dataset contains 7 classes of underwater creatures with provided bboxes locations for every animal. The dataset is already split into the train, validation, and test sets. It includes 638 images. The following pre-processing was applied to each image: 📥 DATASET DOWNLOAD INFORMATION ================================== 🔴 Dataset Size: Download dataset as zip (70 MB) 🔰 Direct dataset download link: https://www.kaggle.com/api/v1/datasets/download/slavkoprytula/aquarium-data-cots 📊 Additional information: ================================== File count not found Views: 34,600 Downloads: 7,348 📚 RELATED NOTEBOOKS: ================================== 1. Underwater_Object_Detection_with_YOLO_v8 | Upvotes: 103 URL: https://www.kaggle.com/code/quydau/underwater-object-detection-with-yolo-v8 2. Underwater Object Detection | Upvotes: 99 URL: https://www.kaggle.com/code/ahmedabdelkhaleq/underwater-object-detection 3. Underwater Object Detection with Faster R-CNN | Upvotes: 64 URL: https://www.kaggle.com/code/lowmist/underwater-object-detection-with-faster-r-cnn 4. Penguins vs Turtles | Upvotes: 34 URL: https://www.kaggle.com/datasets/abbymorgan/penguins-vs-turtles 5. Underwater Dataset | Upvotes: 11 URL: https://www.kaggle.com/datasets/akshatsng/underwater-dataset-for-8-classes-with-label ================================== ⭐️ By: https://t.me/datasets1