CattleVision
Shorya SharmaThe Interactive Dairy Management Web App The Concept: A full-stack web platform built for progressive dairy farmers, veterinary institutes, or cooperative societies. It identifies the breed and instantly spins up a local profile for that animal. The Workflow: A user uploads an image or uses their web-camera stream to capture a photo of a cow or buffalo. The backend runs a fast classification script (like a fine-tuned ResNet or EfficientNet model via API). The frontend displays the breed (e.g., Murrah Buffalo or Kankrej Cow) along with visual heatmaps (Gradients/Grad-CAM) showing why the model picked that breed—like highlighting the tight curved horns of the Murrah or the massive hump of the Kankrej. Web Stack: FastAPI (Python backend) + React.js(Frontend). I WANT TO BUILD THIS PROJECT...
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Identify Any Cattle Breed
in Seconds
Upload a photo or use your camera to instantly identify cattle and buffalo breeds with advanced deep learning. Built for dairy farmers, veterinarians, and cooperative societies.
Explore the 3D farm above: click the barn to upload a photo, or the pasture for the live webcam.
Everything You Need for Breed Identification
From image upload to detailed heatmaps, CattleVision provides a complete toolkit for accurate and fast cattle breed identification.
Upload & Identify
Upload a photo of any cow or buffalo and get instant breed identification powered by ResNet and EfficientNet deep learning models.
Live Camera Capture
Use your webcam to capture cattle photos in real-time for immediate breed analysis — no file uploads required.
Visual Heatmaps
See exactly which visual features the AI used to classify the breed through detailed heatmap overlays on the original image.
Breed Database
Access comprehensive information on over 50 cattle and buffalo breeds, including characteristics, origin, and dairy productivity.
Three Simple Steps to Breed Identification
Capture
Upload an image from your device or use your webcam to photograph cattle in the field, barn, or pasture.
Analyze
Our AI processes the image using ResNet and EfficientNet deep learning models for precise breed classification in under 3 seconds.
Discover
View the identified breed along with visual heatmaps highlighting the key morphological features used in classification.
Ready to Transform Your Cattle Management?
Join thousands of dairy farmers, veterinarians, and cooperative societies who trust CattleVision for accurate and instant breed identification.
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