Poultry Disease Detection ML Frameworks
Tools and applications for diagnosing diseases in chickens and poultry through image analysis (primarily fecal matter, bruises, or behavioral patterns) using deep learning and computer vision. Does NOT include general livestock management, non-disease poultry classification (gender, weight estimation), or animal behavior analysis unrelated to disease diagnosis.
There are 12 poultry disease detection frameworks tracked. The highest-rated is AAFC-Bioinfo-AAC/faba-bean-image-classification at 37/100 with 3 stars.
Get all 12 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
AAFC-Bioinfo-AAC/faba-bean-image-classification
Pipeline for segmenting faba bean seed images and extracting shape, size,... |
|
Emerging |
| 2 |
scenttz/Capstone-Project-Diagnostics-fecal-chicken-app-by-deep-learning
Using a database of diseased poultry chicken fecal images to develop a tool... |
|
Emerging |
| 3 |
David-Ademola/Chicken-Disease-Image-Classification
Recognizing poultry diseases from images of fecal matter |
|
Experimental |
| 4 |
chingkhei-th/chicken-weight-estimation
Estimation of chicken weight using computer vision and machine learning |
|
Experimental |
| 5 |
mdzaheerjk/Poultry-Disease-Identification
Poultry diseases seriously impact bird health and farm productivity. Early... |
|
Experimental |
| 6 |
ChagA-wq/Chicken-Disease-Classification
🦠Detect chicken diseases early by analyzing fecal images, reducing... |
|
Experimental |
| 7 |
KunalBishwal/ChickTech-AI-Diagnosis
ChickTech is an AI-powered chicken disease diagnosis platform that leverages... |
|
Experimental |
| 8 |
Neclow/dlc4ecoli
Deep learning from videography as a tool for measuring infection in poultry |
|
Experimental |
| 9 |
sohaib-kashif-97/Chicken-S--t-Detector-with-VGG19
An Image based Detector for identifying Chicken Fecal Matter |
|
Experimental |
| 10 |
SoheilGtex/chicken-gender-detection
AI-based chicken gender detection before hatching using advanced neural... |
|
Experimental |
| 11 |
svdexe/Chicken_Disease_Classification
Automated chicken disease classification using CNN and fecal image analysis.... |
|
Experimental |
| 12 |
jeb495/Deep-Learning-Chicken-Detection
An ML.NET machine learning model for detecting chickens with high accuracy |
|
Experimental |