RSK World - Deep Learning Projects | Image Classification, NLP & Chatbots, GANs & Autoencoders | RSKWORLD.IN

Deep Learning Project Categories

Image Classification

CNN, ResNet, ViT, EfficientNet

Advanced deep learning projects for image classification using Convolutional Neural Networks (CNN), ResNet, Vision Transformer (ViT), EfficientNet, MobileNet, DenseNet, and Inception architectures. Learn to classify images, detect objects, and recognize patterns in visual data.

Technologies:

Python TensorFlow PyTorch Keras CNN ResNet Vision Transformer EfficientNet MobileNet DenseNet OpenCV PIL

NLP & Chatbots

BERT, GPT, Transformer, LSTM

State-of-the-art natural language processing and chatbot projects using BERT, GPT, Transformer models, LSTM, RNN, attention mechanisms, and sequence-to-sequence architectures. Build intelligent chatbots, text generators, and language understanding systems.

Technologies:

Python PyTorch TensorFlow Transformers BERT GPT LSTM RNN Hugging Face NLTK spaCy TensorFlow Text

GANs & Autoencoders

DCGAN, VAE, StyleGAN, CycleGAN

Advanced generative models and autoencoder projects including DCGAN, Variational Autoencoders (VAE), StyleGAN, CycleGAN, Progressive GAN, and more. Generate realistic images, perform image-to-image translation, and learn latent representations.

Technologies:

Python PyTorch TensorFlow DCGAN VAE StyleGAN CycleGAN Progressive GAN Autoencoders Generative Models NumPy Matplotlib

Explore Our Deep Learning Projects

Discover cutting-edge Deep Learning projects: Image Classification, NLP & Chatbots, and GANs & Autoencoders

ResNet-50 Image Classification

Deep Residual Network with 50 layers for high-accuracy image classification using skip connections and residual blocks to solve vanishing gradient problem.

Image Classification Intermediate

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Vision Transformer Image Classification - rskworld.in

Vision Transformer (ViT) for Image Classification

Vision Transformer architecture for image classification using patch-based embeddings and self-attention mechanisms, treating images as sequences of patches.

Image Classification Advanced

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EfficientNet Image Classification

EfficientNet architecture with compound scaling for efficient and accurate image classification, balancing depth, width, and resolution.

Image Classification Intermediate

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MobileNet V2 Mobile Image Classification - rskworld.in

MobileNet V2 for Mobile Image Classification

MobileNet V2 architecture optimized for mobile and edge devices with inverted residual blocks and linear bottlenecks for efficient image classification.

Image Classification Intermediate

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BERT-based Chatbot with Fine-tuning

Bidirectional Encoder Representations from Transformers (BERT) fine-tuned for conversational AI and chatbot applications with context understanding.

NLP & Chatbots Advanced

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GPT-2 Text Generation and Chatbot

Generative Pre-trained Transformer 2 (GPT-2) for text generation and chatbot applications using autoregressive language modeling.

NLP & Chatbots Advanced

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Featured Deep Learning Projects

Handpicked projects covering Image Classification, NLP & Chatbots, and GANs & Autoencoders

MobileNet V2 for Mobile Image Classification

MobileNet V2 architecture optimized for mobile and edge devices with inverted residual blocks and linear bottlenecks for efficient image classification.

Image Classification Intermediate

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StyleGAN High-Resolution Image Generation - rskworld.in

StyleGAN for High-Resolution Image Generation

StyleGAN architecture with style-based generator for generating high-quality, high-resolution images with controllable style and features.

GANs & Autoencoders Advanced

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ResNet-50 Image Classification

Deep Residual Network with 50 layers for high-accuracy image classification using skip connections and residual blocks to solve vanishing gradient problem.

Image Classification Intermediate

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Explore Deep Learning Projects

Deep Learning Project Categories

Image Classification

CNN, ResNet, ViT, EfficientNet

NLP & Chatbots

BERT, GPT, Transformer, LSTM

GANs & Autoencoders

DCGAN, VAE, StyleGAN, CycleGAN

Explore Our Deep Learning Projects

ResNet-50 Image Classification

Vision Transformer (ViT) for Image Classification

EfficientNet Image Classification

MobileNet V2 for Mobile Image Classification

BERT-based Chatbot with Fine-tuning

GPT-2 Text Generation and Chatbot

MobileNet V2 for Mobile Image Classification

StyleGAN for High-Resolution Image Generation

ResNet-50 Image Classification