PyImageSearch

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PyImageSearch

PyImageSearch

@PyImageSearch

Leading deep learning educator. Tutorials and courses on #DeepLearning, #ComputerVision, #LLMs, #GenAI, #OpenCV, #Keras, #TensorFlow, #PyTorch, and many more.

USA Katılım Ocak 2014
839 Takip Edilen24.7K Takipçiler
PyImageSearch
PyImageSearch@PyImageSearch·
@puneet2k 👀 Build a chatbot that understands images + text instead of just words. 🤖 Powered by @Alibaba_Qwen Qwen3-VL Instruct & Thinking via @huggingface. ⚡ Built with @Gradio for interactive multimodal conversations with optional reasoning traces.
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PyImageSearch
PyImageSearch@PyImageSearch·
@puneet2k 🤖 Build a chatbot that can answer fast... or pause and think. 🧠 Powered by Qwen3-4B-Instruct + Qwen3-4B-Thinking. ⚡ Built with @huggingface + @Gradio, featuring model switching and transparent reasoning traces.
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PyImageSearch
PyImageSearch@PyImageSearch·
🧠 A 26B model that runs like a 4B model? That's the magic of Gemma 4's MoE architecture. 🤖 Dive into thinking mode, multimodal reasoning, audio support, long-context attention, and benchmark performance. ⚡ From phones to H100s, learn which Gemma 4 model is right for workload.
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PyImageSearch
PyImageSearch@PyImageSearch·
🔍 Turn your RAG pipeline from a black box into a glass box. 🤖 Powered by @langfuse, @vllm_project, FAISS, and SentenceTransformers. 📊 Trace retrieval, prompts, token usage, hallucinations, and quality scores with a fully observable production-grade RAG stack.
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PyImageSearch
PyImageSearch@PyImageSearch·
🐳 Deploy a production-style document ingestion pipeline. ⚙️ @ApacheAirflow + @Docker Compose + @FastAPI + @PostgreSQL 📊 Upload PDFs, trigger DAGs, monitor execution, inspect logs, and verify results in the database.
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PyImageSearch
PyImageSearch@PyImageSearch·
📄 Build a production-grade document ingestion pipeline for RAG systems. ⚙️ Using @ApacheAirflow + @FastAPI + @PostgreSQL 🔄 Learn DAG orchestration, idempotency, deduplication, status tracking, and reliable PDF processing workflows.
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PyImageSearch
PyImageSearch@PyImageSearch·
Learn how to manually trace pipelines, score outputs, measure latency, and monitor quality with @langfuse + @vllm_project. ⚡ Full manual tracing API walkthrough 📈 Custom evaluation metrics + quality scoring 🧩 Built for RAG, agents, and complex AI systems
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PyImageSearch
PyImageSearch@PyImageSearch·
🧠 Self-host @langfuse locally 📊 Track prompts, traces, latency & token usage ⚡ Connect everything to @vllm_project with @OpenAI compatible APIs 🐳 Run the full observability stack with @Docker Compose
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PyImageSearch
PyImageSearch@PyImageSearch·
@puneet2k 🧠 Learn how Kimi-K2 stabilizes trillion-parameter LLM training with MuonClip + QK-Clip ⚡ Built using DeepSeek-V3-style MoE + MLA components 🛠️ Full PyTorch implementation included
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