Blood Cell Detection ML Frameworks

Deep learning projects for detecting, classifying, and counting blood cells from microscopic images for medical diagnosis. Does NOT include general medical imaging, disease prediction without cell analysis, or non-blood cell microscopy applications.

There are 31 blood cell detection frameworks tracked. The highest-rated is AMLResearchProject/all-classifiers-2019 at 42/100 with 36 stars.

Get all 31 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	AMLResearchProject/all-classifiers-2019 A collection of computer vision projects for Acute Lymphoblastic Leukemia...	42	Emerging	36	Jupyter Notebook
2	nemo256/cbc Count red, white blood cells to detect various diseases.	41	Emerging	5	Python
3	MrAnayDongre/BloodCell-Detection-Datatset This is a dataset of blood cells photos.	39	Emerging	19	—
4	leukaemiamedtech/ALL-IDB-Classifiers Classifiers created with Tensorflow 2 and using Fabio Scotti's ALL-IDB...	39	Emerging	18	Python
5	MehradAria/ALL-Subtype-Classification A Fast and Efficient CNN Model for B-ALL Diagnosis and its Subtypes...	36	Emerging	9	Jupyter Notebook
6	ckorgial/ViT-for-Cancer-Skin-Classification-TensorFlow Cancer Skin Classification (HAM10000) using Vision Transformer (ViT)	36	Emerging	12	Jupyter Notebook
7	AngeloUNIMI/CNN-ALL Source code for the 2021 ICASSP paper "Acute Lymphoblastic Leukemia...	34	Emerging	9	MATLAB
8	Jabonsote/Automatic-counting-of-epidermal-cells-with-Deep-Learning Con este proyecto, se busca avanzar en el uso de modelos de Deep learning...	32	Emerging	5	Jupyter Notebook
9	nemo256/ICAISC23 Blood cells image segmentation and counting using deep transfer learning.	32	Emerging	5	TeX
10	Axelvel/LeukemiaDetection Acute Lymphoblastic Leukemia (ALL) image classifier using CNN architecture.	32	Emerging	1	Python
11	kirmedvedev/seminoma-subtypes Identification of seminoma subtypes using deep learning	31	Emerging	2	—
12	aakashjhawar/wbc-detection-using-rcnn Detect White Blood Cells using Faster RCNN	31	Emerging	1	Jupyter Notebook
13	leukaemiamedtech/all-detection-system-for-magic-leap-1 Combines Magic Leap's Spacial Computing technologies with Intel's oneAPI,...	30	Emerging	6	C#
14	Narasimha1997/BloodCell-Identification-tfjs-client Blood Cell Identification system is a web app built using React and...	27	Experimental	6	JavaScript
15	isi-mube/Digital-Cytology-ML Computer Vision application to diagnose diverse Cytology samples using...	26	Experimental	10	Jupyter Notebook
16	fbaldi6/Lymphoblasts-Image-Classification Deep learning architecture that can solve the classification problem of...	25	Experimental	5	Jupyter Notebook
17	nemo256/bc_count Count red, white blood cells to detect various diseases such as blood cancer...	20	Experimental	8	Python
18	BuildMindX/White-Blood-Cell-Classification White Blood Cell Classification is a deep learning project built with...	17	Experimental	6	Jupyter Notebook
19	tomassams/tdt4173-machine-learning-project Image classification in the gastrointestinal tract with KNN and CNN	17	Experimental	1	Jupyter Notebook
20	enockjamin01/human-cell-classfication Deep Learning CNN model to classify Human cells through a microscope image	17	Experimental	1	Jupyter Notebook
21	PK007788/Leukemia_Detector_And_Predictor_Using_ResNet_Main Leukemia cell detection system using advanced segmentation and a fine-tuned...	14	Experimental	4	Python
22	DidierFlamm/blood-cells-classification This project aims to identify different types of blood cells using Computer...	13	Experimental	—	Python
23	P-MCC/Leukemia-Detection CLASSIFICATION MODELS FOR THE DIAGNOSIS OF ACUTE LYMPHOBLASTIC LEUKEMIA	13	Experimental	—	Jupyter Notebook
24	Abhijith14/Blood-Cell-Classification-CNN Blood Cell Classification - CNN	12	Experimental	7	Jupyter Notebook
25	MahmoudRH/HemoVision Mobile Application for Automated Blood Filming and CBC By Using Deep...	12	Experimental	8	Kotlin
26	ShubhamKNIT/ECCNet ECCNet is Esophageal Carcinoma histopathological image classification...	11	Experimental	—	Jupyter Notebook
27	pergazuz/Retinal-Image-Based-Acute-Lymphocytic-Leukemia-Diagnosis-Using-Deep-Learning-and-GANs Retinal Image-Based Acute Lymphocytic Leukemia Diagnosis Using Deep Learning and GANs	11	Experimental	—	Jupyter Notebook
28	Eddiesunset0121/Bacteria-Raman-classification Bacteria classification from Raman spectra using a 1D CNN, Transfer...	11	Experimental	2	Jupyter Notebook
29	preciousbata/blood_cell_detect Trained YOLOV3 model to detect and classify blood cells	10	Experimental	2	SCSS
30	devnithw/blood-cell-classification Classification of blood cell images captured using CellaVision DM96 into 8...	10	Experimental	2	Jupyter Notebook
31	Allen015/Hemato-Vision Hemato-Vision is an AI-based web application that classifies blood cell...	10	Experimental	1	HTML

Comparisons in this category

cbc and bc_count (41 vs 20) ALL-Subtype-Classification and LeukemiaDetection (36 vs 32)