- Remove `onClick` toggle handler from `Sidebar` links to prevent unwanted state changes during navigation.
- Remove aggressive `onClick` auto-collapse from `MainLayout` content wrapper so the sidebar remains stable.
- Ensure sidebar state is exclusively managed by the dedicated toggle button, aligning with standard desktop UX.
- Restore setFileName(null) and setPreviewUrl(null) in the mutation onSuccess callback.
- Ensure the file upload area resets to its default state immediately after a successful scan, preparing the UI for the next input.
- Update and clarify inline code comments in the diagnosis result view component.
- Improve code readability and maintainability without altering any underlying logic or UI behavior.
- Remove nested overflow and fixed height classes (`max-h-[75vh]`, `overflow-y-auto`) from the inner modal container to fix the double scrollbar UI glitch.
- Adjust the Modal `size` property to a supported type to resolve TypeScript compilation errors.
- Ensure a cleaner, more seamless scrolling experience for the diagnosis result pop-up.
- Move the `onClick` event handler from the accordion header to the outermost card container in `catalog-page.tsx`.
- Allow users to click anywhere on the expanded card (including the description and treatment sections) to collapse it.
- Improve overall user experience by providing a significantly larger tap target, especially beneficial for mobile or touch-screen users.
- Import `diseaseCatalogSeed` to use as a fallback data source in `catalog-page.tsx`.
- Implement logic to merge backend API responses with local seed data, ensuring `imageUrl` and `medicineRecommendations` are populated.
- Fix an issue where disease images and specific treatments were not rendering due to missing fields in the database payload.
- Enhance UI resilience by displaying accurate visual and medical data without requiring immediate backend updates.
- Convert static PNG image assets to WebP format and remove old PNG files to significantly reduce image payload size and improve page load performance.
- Enhance overall UI resilience and frontend speed.
- calibrate_probs_selects_top_label: use logits that produce confidence >= 0.70
- prediction_response: forward status from Prediction struct instead of hardcode
Co-Authored-By: Claude <noreply@anthropic.com>
- PredictionResponse::status was missing in prediction_response()
- Prefix preprocess_start with underscore for unused variable warning
Co-Authored-By: Claude <noreply@anthropic.com>
Files on HF hub sit at repo root (model.onnx, etc.),
not in model/ subfolder. Fix download script to copy
each file to the correct subdirectory expected by Docker.
Co-Authored-By: Claude <noreply@anthropic.com>
- Integrate Convolutional Block Attention Module (CBAM) for improved feature focus
- Implement temperature scaling and confidence-based status reporting
- Automate dataset acquisition using kagglehub
- Update ONNX opset to 18 and refine preprocessing validation
- Import `useUiStore` into `main-layout.tsx` to access the global sidebar state.
- Add an `onClick` event listener to the main content wrapper.
- Automatically close the sidebar if it is expanded and the user clicks outside of it.
- Enhance overall UX by providing a more intuitive, frictionless way to dismiss the navigation menu.
- Update the `onClick` handler for navigation links in `sidebar.tsx` to use `!isSidebarOpen` instead of a hardcoded boolean.
- Enable navigation items to act as smart toggles: expanding the sidebar when clicked in collapsed mode, and collapsing it when clicked in expanded mode.
- Improve overall user experience by reducing the need to manually click the main toggle button.
- Move `isSidebarOpen` state from local component (`useState`) to global Zustand store (`ui-store.ts`).
- Fix an issue where the sidebar would incorrectly reset to its default closed state when navigating between routes (e.g., to the Telemetry page) due to component remounting.
- Ensure consistent sidebar toggle behavior across the entire dashboard application.
- Update `isSidebarOpen` initial state from true to false in `sidebar.tsx`.
- Ensure the sidebar starts in a mini/collapsed mode when the dashboard is first loaded to provide more space for the main content.
- No need to install TensorFlow (3GB) — just pip install huggingface_hub
- Download pre-built model.onnx directly (saved from notebook export)
- Cuts CI time from ~10 min to ~30 seconds
Co-Authored-By: Claude <noreply@anthropic.com>
- Verify HF_TOKEN exists before attempting download
- Group CI log output for readability
- Use os.environ['HF_TOKEN'] instead of .get() to fail fast
Co-Authored-By: Claude <noreply@anthropic.com>
- Remove binary model artifacts tracked in repo (.tflite, saved_model, tfjs model.json)
- CI now downloads best_model.keras from Hugging Face Hub (MythEclipse2737/corn-leaf-disease-classifier)
- Add save_model.py step before convert_onnx.py in CI pipeline
- Remove LFS patterns from .gitattributes (no longer needed)
- Remove lfs:true from checkout action
The model is fetched at CI time using HF_TOKEN secret — no large
binary files stored in git.
Co-Authored-By: Claude <noreply@anthropic.com>
- Add dep to requirements.txt
- Non-Colab path: download dataset_jagung.zip from Drive using file ID
if not present locally, then extract as usual
- Keeps Colab path unchanged (drive.mount)
Co-Authored-By: Claude <noreply@anthropic.com>
Notable changes:
- Add .gitattributes for LFS tracking on ML model artifacts
- Add AuthGuard to all protected routes + login/register/logout flow
- Add collapsible Sidebar replacing old Navbar
- Redesign MainLayout with sidebar + mobile header
- Add password show/hide toggle to AuthForm
- Add Logout button to MobileNav
- Update footer credit to ATLAS Project - Pijak x IBM SkillsBuild
- Update deploy.yml: generate ONNX in CI (vs HuggingFace download)
- Remove deprecated ML scripts (download/upload model .sh, .gitignore)
- Remove stale MEMORY.md
- Add ML model artifacts (TFLite, SavedModel, TFJS)
- Update notebook.ipynb training pipeline
Co-Authored-By: Claude <noreply@anthropic.com>
- Import `Date` object to dynamically fetch the current year for the copyright notice.
- Ensure the footer always displays the correct year without manual updates.
- Sync `MobileNav` items and icons with desktop `Sidebar` for consistency.
- Standardize menu icons using `lucide-react` across all navigation components.
- Add a spacer div in `main-layout.tsx` to ensure proper bottom spacing between content and the fixed footer.
- Remove redundant 'aria-hidden' attribute in `MobileNav` to fix accessibility warnings.
- Fix 'Logout' button layout in mobile menu for better responsiveness.
- Introduce `showPassword` state in the `AuthForm` component to allow users to show or hide their password.
- Implement `Eye` and `EyeOff` icons from `lucide-react` for the toggle button UI.
- Change password input type dynamically between 'password' and 'text'.
- Clean up unused `eye` icon import from `login-page.tsx`.
- Create a new `Sidebar` component for desktop with collapse/mini-sidebar feature.
- Rename `navbar.tsx` to `mobile-header.tsx` to better reflect its mobile-specific purpose.
- Synchronize icons (from lucide-react) and menu labels between desktop `Sidebar` and touch-based `MobileNav`.
- Fix 'Logout' button sizing in the mobile menu by removing forced margins for better responsiveness on narrow screens.
- Remove conflicting 'aria-hidden' attribute in MobileNav to resolve browser accessibility (a11y) warnings.
- Add a spacer in `main-layout.tsx` to prevent the bottom content from being overlapped by the fixed Footer.
seriouselly