From 19f639d168131bf71e6a2869f7cce61bb6a200d3 Mon Sep 17 00:00:00 2001 From: marvinkrausser Date: Mon, 11 May 2026 04:19:50 +0200 Subject: [PATCH] changed text --- api/train_bird.py | 2 +- website/package-lock.json | 174 +++++++++++++++++++------------------- website/package.json | 2 +- website/src/Bird_CNN.css | 17 ++++ website/src/Bird_CNN.jsx | 13 ++- 5 files changed, 117 insertions(+), 91 deletions(-) diff --git a/api/train_bird.py b/api/train_bird.py index 10f9e6d..9b3baab 100644 --- a/api/train_bird.py +++ b/api/train_bird.py @@ -16,7 +16,7 @@ IMAGE_SIZE = 64 class bird_species(Enum): Common_Kingfisher = 0 - CommonMyna = 1 + Common_Myna = 1 House_Crow = 2 Indian_Peacock = 3 Indian_Pitta = 4 diff --git a/website/package-lock.json b/website/package-lock.json index f1cb0aa..4761499 100644 --- a/website/package-lock.json +++ b/website/package-lock.json @@ -21,7 +21,7 @@ "eslint-plugin-react-hooks": "^7.1.1", "eslint-plugin-react-refresh": "^0.5.2", "globals": "^17.5.0", - "vite": "^8.0.10" + "vite": "^8.0.11" } }, "node_modules/@babel/code-frame": { @@ -562,9 +562,9 @@ } }, "node_modules/@oxc-project/types": { - 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"postcss": "^8.5.10", - "rolldown": "1.0.0-rc.17", + "postcss": "^8.5.14", + "rolldown": "1.0.0-rc.18", "tinyglobby": "^0.2.16" }, "bin": { @@ -2362,7 +2362,7 @@ }, "peerDependencies": { "@types/node": "^20.19.0 || >=22.12.0", - "@vitejs/devtools": "^0.1.0", + "@vitejs/devtools": "^0.1.18", "esbuild": "^0.27.0 || ^0.28.0", "jiti": ">=1.21.0", "less": "^4.0.0", diff --git a/website/package.json b/website/package.json index b4d179c..22adf4d 100644 --- a/website/package.json +++ b/website/package.json @@ -23,6 +23,6 @@ "eslint-plugin-react-hooks": "^7.1.1", "eslint-plugin-react-refresh": "^0.5.2", "globals": "^17.5.0", - "vite": "^8.0.10" + "vite": "^8.0.11" } } diff --git a/website/src/Bird_CNN.css b/website/src/Bird_CNN.css index edf823a..97491d8 100644 --- a/website/src/Bird_CNN.css +++ b/website/src/Bird_CNN.css @@ -50,6 +50,23 @@ background: rgb(47, 168, 208); } +.species-item { + list-style: none; + position: relative; +} + +.species-item::before { + content: ""; + position: absolute; + left: -16px; + top: 50%; + height: 1.5px; + width: 10px; + background: rgb(255, 255, 255); + border-radius: 8px; + transform: translateY(-50%); +} + .site-box a { text-decoration: none; border-bottom: 1px solid rgb(255, 255, 255); diff --git a/website/src/Bird_CNN.jsx b/website/src/Bird_CNN.jsx index 894947e..eda3865 100644 --- a/website/src/Bird_CNN.jsx +++ b/website/src/Bird_CNN.jsx @@ -90,7 +90,16 @@ function Bird_CNN() {

Explanation

- Select an image and upload it to our bird expert. You will receive a classification and how certain the expert is with her opinion. Be aware that the expert may not be always right. + Select and upload an image to our bird classification model. The system will return a predicted species along with a confidence score indicating how certain the model is about its prediction. Please note that the model may not always produce correct classifications. The supported Species are: +
    +
  • Common Kingfisher
    • +
  • Common Myna
    • +
  • House Crow
    • +
  • Indian Peacock
    • +
  • Indian Pitta
    • +
  • Ruddy Shelduck
    • +
  • Sarus Crane
    • +
@@ -140,7 +149,7 @@ function Bird_CNN() {

Model Architecture

- The model used for classification is a convolutional neural network. The model uses who knows how many layers, a dropout and multiple batchnormalsation. + The classification model is based on a convolutional neural network (CNN). The architecture consists of eight skip blocks, each containing three convolutional layers, followed by batch normalization after each convolution and a dropout rate of 0.3. The dataset comprised seven classes, with 1,200 images per class.