@PyImageSearch

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

 USA
pyimagesearch.com
Joined January 2014
  • Tweets11.9K
  • Following837
  • Followers24.5K
1.2KMedia
New tutorial! 🚀 YOLO26 Object Detection Tutorial: Benchmarking on macOS 👀 Spot objects. Skip guesswork. ⚡ YOLO26 from @ultralytics 🛠 Python benchmarks vs YOLO12n pyimg.co/8p0ln 👍 Author: Vikram Singh #YOLO26 #ComputerVision

YOLO26 Object Detection Tutorial: Benchmarking on macOS - PyImageSearch

Learn what YOLO26 is, run Ultralytics YOLO26 object detection on macOS, and benchmark YOLO26 vs YOLO12 with nearly 30% throughput gains on video.

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New tutorial! 🚀 Toward DeepSeek-R1: Building Thinking Models Using GRPO 🧮 Math homework meets rewards. 🤗 Qwen3 + @huggingface 🛠️ Train with GRPOTrainer. pyimg.co/70rm1 👍 Author: @puneet2k #DeepSeek #Qwen3 #GRPO

Toward DeepSeek-R1: Building Thinking Models Using GRPO - PyImageSearch

Fine-tuning Qwen3 for advanced math reasoning using GRPO: boosting precision, structure, and problem-solving accuracy post-training.

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New tutorial! 🚀 DeepSeek-V3 from Scratch: Implementing the DeepSeek Trainer 📚 Train a tiny storyteller! 🤗 @huggingface Trainer 🛠️ @PyTorch + TinyStories pyimg.co/u5mv8 👍 Author: @puneet2k #DeepSeekV3 #PyTorch
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New tutorial! 🚀 DeepSeek-V3 from Scratch: Building the Architecture in PyTorch 🧩 Model assembly, minus spare parts. 🔬 DeepSeek-V3 + @PyTorch 🛠 Connect attention and experts. pyimg.co/36gvk 👍 Author: @puneet2k #DeepSeek #PyTorch

DeepSeek-V3 from Scratch: Building the Architecture in PyTorch - PyImageSearch

Build DeepSeek‑V3 from scratch: explore MLA, MoE, RoPE, and MTP innovations with hands-on training and implementation insights.

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New tutorial! 🚀 Fine-Tuning Gemma 4 with QLoRA for Tool-Aware Support Agents pyimg.co/0o7r1 👍 Author: @cosmo3769 #Gemma4 #QLoRA #AIAgents
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📦 Order question? Call the tool. 🧠 @GoogleDeepMind Gemma 4 + QLoRA + Bitext. 🛠 Train on synthetic tool calls and publish to @huggingface.
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New tutorial! 🚀 Fine-Tuning Gemma 4 with QLoRA for Customer Support pyimg.co/1cgmp 👍 Author: @cosmo3769 #Gemma4 #QLoRA #LLM
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🎧 Give Gemma 4 a customer support specialty. 🧠 Fine-tune @GoogleDeepMind Gemma 4 model using QLoRA and @huggingface tools. 🛠️ Train under 1% of the model and save a lightweight adapter.
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New tutorial! 🚀 DVC Pipelines for MLOps: Build a Reproducible ML Pipeline 🔁 Build a reproducible Iris ML pipeline. 🧰 @DVCorg tracks every stage. ⚡ dvc repro reruns only what changed. pyimg.co/v78x4 👍 Author: Vikram Singh #MLOps #DVC
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New tutorial! 🚀 DVC for MLOps: Versioning Your Data and Models the Right Way 📦 Version data and checkpoints without bloating Git 🛠 Pair DVC with @github and @PyTorch Lightning 🔄 Build reproducible ML pipelines pyimg.co/bu1ya 👍 Author: Vikram Singh #MLOps #DVC
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New tutorial! 🚀 Train YOLO26 on a Custom Dataset with YOLOE-26 Auto-Labeling 🏷️ Auto-label and clean a custom dataset. 🤖 Use YOLOE-26 from @ultralytics. 📹 Fine-tune YOLO26 and test it live. pyimg.co/xrtzy 👍 Author: Vikram Singh #YOLO26 #YOLOE #AI

Train YOLO26 on a Custom Dataset with YOLOE-26 Auto-Labeling - PyImageSearch

Learn how to auto-label a custom dataset with YOLOE-26 visual prompting, clean pseudo-labels, and fine-tune YOLO26 into a class-specific detector.

pyimagesearch.com
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New tutorial! 🚀 YOLO26 Open-Vocabulary Object Detection with YOLOE-26 pyimg.co/mzpx3 👍 Author: Vikram Singh #ComputerVision #ObjectDetection #YOLOE26 #YOLO26 #Ultralytics
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🎯 Detect beyond a fixed class list with open-vocabulary YOLO. 👀 Explore YOLOE-26 + YOLO26 with @ultralytics using text, visual, and prompt-free inference. ⚡ Hands-on Python examples included.
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New tutorial! 🚀 Make a Chrome Extension to Digest Webpages with Manifest V3 and Groq API pyimg.co/8q9l7 👍 Author: Vikram Singh #AI #Groq #ChromeExtension #JavaScript
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🧠 Summarize and chat with any webpage ⚡ Stream LLM responses with @GroqInc 🛠 Build it with Manifest V3 + JavaScript
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New tutorial! 🚀 Scaling, Optimizing, and Exporting Transformers with PyTorch Lightning pyimg.co/2xntj 👍 Author: Vikram Singh #PyTorch #PyTorchLightning #Transformers #MLOps #ONNX #DeepLearning #AI #MachineLearning
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⚡ Scale Transformer training with DDP, mixed precision, & gradient accumulation 🚀 Export models to ONNX & TorchScript with @PyTorch Lightning + Hydra 😎 Production-ready MLOps with surprisingly little code
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New tutorial! 🚀 Training with PyTorch Lightning: Structured MLOps Development pyimg.co/5fe4l 👍 Author: Vikram Singh #PyTorchLightning #MLOps #PyTorch #AI #MachineLearning #DeepLearning #HuggingFace
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🧩 Stop wrestling giant training scripts. ⚡ Build modular ML pipelines with @PyTorch Lightning + Hydra + @huggingface. 🚀 Reproducible. Scalable. Production-ready.
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New tutorial! 🚀 Running Gemma 4 in the Browser with Transformers.js and WebGPU pyimg.co/gx0fr 👍 Author: @cosmo3769 #AI #Gemma4 #TransformersJS #WebGPU #JavaScript #ONNX #MachineLearning #BrowserAI
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🌐 Run @GoogleDeepMind Gemma 4 directly in the browser. 🤖 Powered by @huggingface Transformers.js, ONNX Runtime, and WebGPU. ⚡ Build fast, private multimodal AI apps with no backend server required.
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