🚗🚙 ANPR (LPR) solution

🚙 ANPR (LPR) solution

🏡 detail here : https://www.marearts.com/Automatic-Number-Plate-Recognition-74c24beadd6345fb8d2c6cb38d6fff63
🤖 Live Test : http://live.marearts.com
🔗 GitHub Repository : https://github.com/MareArts/MareArts-ANPR

🇪🇺 ANPR EU (European Union)
https://www.marearts.com/ANPR-EU-European-Union-7fa9a7be04f545f9b8dace2509069291

Auto Number Plate Recognition for EU countries
🦋 Available Countries: (We are adding more contries.)
🇦🇱 Albania 🇦🇩 Andorra 🇦🇹 Austria 🇧🇪 Belgium 🇧🇦 Bosnia and Herzegovina 🇧🇬 Bulgaria 🇭🇷 Croatia 🇨🇾 Cyprus 🇨🇿 Czechia 🇩🇰 Denmark 🇫🇮 Finland 🇫🇷 France 🇩🇪 Germany 🇬🇷 Greece 🇭🇺 Hungary 🇮🇪 Ireland 🇮🇹 Italy 🇱🇮 Liechtenstein 🇱🇺 Luxembourg 🇲🇹 Malta 🇲🇨 Monaco 🇲🇪 Montenegro 🇳🇱 Netherlands 🇲🇰 North Macedonia 🇳🇴 Norway 🇵🇱 Poland 🇵🇹 Portugal 🇷🇴 Romania 🇸🇲 San Marino 🇷🇸 Serbia 🇸🇰 Slovakia 🇸🇮 Slovenia 🇪🇸 Spain 🇸🇪 Sweden 🇨🇭 Switzerland 🇬🇧 United Kingdom 🇮🇩 Indonesia,..

🇰🇷 ANPR KR (Korea)
https://www.marearts.com/ANPR-Korea-8b978dc6c1e54686a6f1eadf58f5570c

🇨🇳 China ANPR

📧 Email us: hello@marearts.com, ask.marearts@gmail.com
for further information.

📺 ANPR Result Videos
https://www.youtube.com/playlist?list=PLvX6vpRszMkxJBJf4EjQ5VCnmkjfE59-J

#anpr, #lpr, #marearts, #marearts-anpr, #licensepalterecognition, #alpr

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MareArts ANPR mobile app #automobile #parking

Download on App Store https://apps.apple.com/app/marearts-anpr/id6753904859 Experience the power of MareArts ANPR directly on your mobile device! Fast, accurate, on-device license plate recognition for parking management, security, and vehicle tracking. ✨ Key Features: 🚀 Fast on-device AI processing 🔒 100% offline - privacy first 📊 Statistics and analytics 🗺️ Map view with GPS tracking ✅ Whitelist/Blacklist management 🌍 Multi-region support Home page: www.marearts.com GitHub : https://github.com/MareArts/MareArts-ANPR

🚙🚙 AUTOMATIC NUMBER PLATE RECOGNITION (ANPR, LPR, ALPR) solution

🚙 ANPR (LPR) solution 🏡 detail here : https://www.marearts.com/Automatic-Number-Plate-Recognition-74c24beadd6345fb8d2c6cb38d6fff63 🤖 Live Test : http://live.marearts.com 🔗 GitHub Repository : https://github.com/MareArts/MareArts-ANPR 🇪🇺 ANPR EU (European Union) https://www.marearts.com/ANPR-EU-European-Union-7fa9a7be04f545f9b8dace2509069291 Auto Number Plate Recognition for EU countries 🦋 Available Countries: (We are adding more contries.) 🇦🇱 Albania 🇦🇩 Andorra 🇦🇹 Austria 🇧🇪 Belgium 🇧🇦 Bosnia and Herzegovina 🇧🇬 Bulgaria 🇭🇷 Croatia 🇨🇾 Cyprus 🇨🇿 Czechia 🇩🇰 Denmark 🇫🇮 Finland 🇫🇷 France 🇩🇪 Germany 🇬🇷 Greece 🇭🇺 Hungary 🇮🇪 Ireland 🇮🇹 Italy 🇱🇮 Liechtenstein 🇱🇺 Luxembourg 🇲🇹 Malta 🇲🇨 Monaco 🇲🇪 Montenegro 🇳🇱 Netherlands 🇲🇰 North Macedonia 🇳🇴 Norway 🇵🇱 Poland 🇵🇹 Portugal 🇷🇴 Romania 🇸🇲 San Marino 🇷🇸 Serbia 🇸🇰 Slovakia 🇸🇮 Slovenia 🇪🇸 Spain 🇸🇪 Sweden 🇨🇭 Switzerland 🇬🇧 United Kingdom 🇮🇩 Indonesia,.. 🇰🇷 ANPR KR (Korea) https://www.marearts.com/ANPR-Korea-8b978dc6c1e54686a6f1eadf58f5570c 🇨🇳 China ANPR 📧 Email us: hello@marearts.com, ask.marearts@gmail.com for further information. 📺 ANPR Result Videos https://www.youtube.com/playlist?list=PLvX6vpRszMkxJBJf4EjQ5VCnmkjfE59-J #anpr, #lpr, #marearts, #marearts-anpr, #licensepalterecognition, #alpr anpr, lpr, marearts, marearts-anpr, licensepalterecognition, alpr

🚙🚙 AUTOMATIC NUMBER PLATE RECOGNITION (ANPR, LPR, ALPR) solution

Step-by-Step: Building MIOpen and hipDNN with Ninja

 

Step-by-Step: Building MIOpen and hipDNN with Ninja

Step 1: Navigate to the monorepo

git clone https://github.com/ROCm/rocm-libraries.git

>cd rocm-libraries

Step 2: Create a build directory

mkdir -p build_miopen_hipdnn

cd build_miopen_hipdnn

Step 3: Configure with CMake using Ninja

cmake -GNinja -B . -S .. \

  -DCMAKE_BUILD_TYPE=Release \

  -DCMAKE_INSTALL_PREFIX=/opt/rocm \

  -DCMAKE_PREFIX_PATH=/opt/rocm \

  -DROCM_LIBS_ENABLE_COMPONENTS="miopen;hipdnn"

What this does:

• -GNinja - Use Ninja build system (faster than Make)

• -DCMAKE_BUILD_TYPE=Release - Optimized build

• -DCMAKE_INSTALL_PREFIX=/opt/rocm - Install location

• -DCMAKE_PREFIX_PATH=/opt/rocm - Where to find ROCm dependencies

• -DROCM_LIBS_ENABLE_COMPONENTS="miopen;hipdnn" - Build only these two projects + their dependencies

Step 4: Build both projects

ninja -j$(nproc)

Or if you want to limit parallel jobs (e.g., for memory constraints):

ninja -j8

Step 5: Run tests (optional)

# Test everything

ninja check

# Or test specific components

ninja test

Step 6: Install (optional)

sudo ninja install

---

Alternative: Build with specific options

If you need more control, you can add these flags:

cmake -GNinja -B . -S .. \

  -DCMAKE_BUILD_TYPE=Release \

  -DCMAKE_INSTALL_PREFIX=/opt/rocm \

  -DCMAKE_PREFIX_PATH=/opt/rocm \

  -DROCM_LIBS_ENABLE_COMPONENTS="miopen;hipdnn" \

  -DBUILD_DEV=ON \

  -DCMAKE_CXX_COMPILER=/opt/rocm/bin/hipcc \

  -DMIOPEN_BACKEND=HIP

---

Useful Ninja Commands

# Build only MIOpen

ninja miopen

# Build only hipDNN

ninja hipdnn

# Clean build

ninja clean

# Verbose output (see actual commands)

ninja -v

# Dry run (show what would be built)

ninja -n

# Build specific target

ninja MIOpenDriver

---

Expected Build Time

• Configuration (CMake): ~30 seconds to 2 minutes

• MIOpen build: ~20-40 minutes (first time)

• hipDNN build: ~5-10 minutes

• Total: ~30-50 minutes on MI250X system

---

What Gets Built

After successful build, you'll have:

build_miopen_hipdnn/

├── projects/

│   ├── miopen/

│   │   ├── lib/libMIOpen.so

│   │   ├── bin/MIOpenDriver

│   │   └── test/

│   └── hipdnn/

│       ├── backend/src/libhipdnn.so

│       ├── frontend/

│       ├── plugins/

│       └── tests/

---

If You Encounter Issues

1. Missing dependencies error:
      # The superbuild should handle this, but if needed:

      cmake -DROCM_LIBS_ENABLE_COMPONENTS="rocblas;hipblas;composablekernel;miopen;hipdnn" ...

2. Out of memory during build:
      ninja -j4  # Reduce parallel jobs

3. See what would be built:
      ninja -n | grep -E "(miopen|hipdnn)"