Скачать или смотреть 🔥 Deep Learning Assignment Demo | Keras Hub + Teachable Machine | Image, Text, Pose Models

This demo covers my full implementation of :
✅ Google Teachable Machine (Image, Pose, Text examples)
✅ TensorFlow Hub + Keras Hub (Easy to Expert level models)
✅ Google Colab Notebooks with Visual Outputs

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🧩 Task (a): Teachable Machine Examples

🖼️ *Image Classifier* – Human vs Object (Keras-compatible TM export)
🎥 *Pose Classifier* – Standing vs Arms Raised using MoveNet + Logistic Regression
📝 *Text Simulation* – Sentiment classification using Universal Sentence Encoder

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🧠 Task (b): Keras Hub Demos

📸 Image Models
✅ Easy – MobileNetV2 + MNIST
✅ Intermediate – CNN + KMNIST
✅ Advanced – Multi-label Fashion MNIST with sigmoid
✅ Expert – Object Detection using SSD MobileNet V2

📝 Text Models
✅ Easy – Embedding + Dense Model
✅ Intermediate – BERT Fine-tuning (TF Hub)
✅ Advanced – NLTK Named Entity Recognition
✅ Expert – Text Summarization using T5 (Hugging Face)

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📁 Repository

🔗 GitHub/Drive Link (replace with yours):
https://github.com/manju/deep-learning-ker...

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📹 Tools used: Google Colab, TensorFlow, TensorFlow Hub, NLTK, HuggingFace Transformers, OpenCV, Teachable Machine, Matplotlib

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