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Image captioning demo showing an uploaded photo with its AI-generated caption and confidence score displayed below
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Image Captioning using BLIP

This project builds a vision-language AI that generates natural-language captions for any uploaded image, powered by Salesfor...

Python 3.10 · PyTorch · fine-tuning notebooks Hugging Face Transformers · BLIP ViT-B pipeline MS COCO Captions · 123k images · 5 captions each
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Receipt data extraction demo showing extracted fields (merchant, date, total) highlighted on a scanned receipt
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Receipt Data Extraction using OCR and NER

This project builds a document-AI pipeline that runs OCR on scanned or photographed receipts and extracts merchant, date and...

Python 3.10 · PaddleOCR · EasyOCR spaCy · NER · receipt-tuned regex rules OpenCV · Pillow · deskewing · denoising
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Project cover image for the Handwritten Text Recognition using CRNN project.
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Handwritten Text Recognition using CRNN

This project builds a deep-learning OCR system that transcribes handwritten English text lines from scanned images using a CR...

Python 3.10 · PyTorch · CRNN training CNN encoder · BiLSTM · CTC loss IAM Handwriting Database · 13353 labeled lines
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Project cover image for the Food Calorie Estimation from Photos using CNN project.
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Food Calorie Estimation from Photos using CNN

This project builds a nutrition-tracking app that identifies the dish in a food photo using a CNN fine-tuned on Food-101 (101...

Python 3.10 · TensorFlow · Keras training Matplotlib · Seaborn · training curves EfficientNet-B0 · fine-tuned on Food-101
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Project cover image for the Indian Coin Denomination Recognition using CNN project.
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Indian Coin Denomination Recognition using CNN

This project builds a computer-vision app that recognizes Indian coin denominations (₹1, ₹2, ₹5, ₹10, ₹10 bimetallic, ₹20) fr...

Python 3.10 · TensorFlow · Keras training MobileNetV2 · ImageNet transfer learning TensorFlow Lite · on-phone inference export
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Project cover image for the Bird Species Classification using EfficientNet project.
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Bird Species Classification using EfficientNet

This project builds a fine-grained image classifier that identifies 200 bird species from a single photo. An EfficientNet-B0...

Flask · demo web app · image-upload UI Python 3.10 · PyTorch · timm EfficientNet-B0 Torchvision · transforms · DataLoaders
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Project cover image for the Construction Helmet Detection using YOLOv8 project.
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Construction Helmet Detection using YOLOv8

This project builds a YOLOv8-based safety detector that flags construction workers not wearing helmets in site photos and vid...

Python 3.10 · Ultralytics YOLOv8s · transfer learning OpenCV · frame handling · box drawing · video I/O NumPy · Pandas · data utilities
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Illustration of the automatic wall painting robot with its rail frame, carriage and sprayer nozzle painting a wall panel.
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Automatic Wall Painting Robot

Rail-mounted robot that paints wall panels automatically: an Arduino-driven carriage with a diaphragm sprayer paints overlapp...

Arduino UNO (motion sequencing + spray timing + limit-switch handling) DC / stepper motors with driver (carriage vertical + horizontal motion) Diaphragm sprayer pump + adjustable spray nozzle
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Illustration of the IoT noise monitoring unit with the microphone sensor and the live decibel dashboard.
Built to order

IoT Noise Pollution Monitoring System

ESP32 + MAX4466 microphone sensor nodes measuring decibel levels, streamed to a cloud dashboard with a live dB map, trend gra...

ESP32 DevKit microcontroller (WiFi 802.11 b/g/n + dual-core 240 MHz) MAX4466 microphone amplifier module (adjustable gain + analog output) KY-038 sound sensor module (digital threshold alarm input)
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