Introducing vision to the fine-tuning API
Developers can customize the model to have stronger image understanding capabilities which enables applications like enhanced visual search functionality, improved object detection for autonomous vehicles or smart cities, and more accurate medical image analysis.
Since we first introduced fine-tuning on GPT-4o, hundreds of thousands of developers have customized our models using text-only datasets to improve performance on specific tasks. However, for many cases, fine-tuning models on text alone doesn’t provide the performance boost expected.
How it works
Vision fine-tuning follows a similar process to fine-tuning with text—developers can prepare their image datasets to follow the proper format(opens in a new window) and then upload that dataset to our platform. They can improve the performance of GPT-4o for vision tasks with as few as 100 images, and drive even higher performance with larger volumes of text and image data.
Developers can customize the model to have stronger image understanding capabilities which enables applications like enhanced visual search functionality, improved object detection for autonomous vehicles or smart cities, and more accurate medical image analysis.
Since we first introduced fine-tuning on GPT-4o, hundreds of thousands of developers have customized our models using text-only datasets to improve performance on specific tasks. However, for many cases, fine-tuning models on text alone doesn’t provide the performance boost expected.
How it works
Vision fine-tuning follows a similar process to fine-tuning with text—developers can prepare their image datasets to follow the proper format(opens in a new window) and then upload that dataset to our platform. They can improve the performance of GPT-4o for vision tasks with as few as 100 images, and drive even higher performance with larger volumes of text and image data.
🚀 Top 10 AI Crypto Projects to Watch in 2024-2025 🧠💹
The synergy of AI and crypto is spawning innovative projects! Here's a quick look:
1️⃣ Fetch.ai - Autonomous agents for smart transactions.
2️⃣ SingularityNET - Decentralized AI services marketplace.
3️⃣ Ocean Protocol - Data exchange with AI insights.
4️⃣ Numerai - Crowd-sourced AI hedge fund.
5️⃣ Exec RLC - Bridging resources for the next-gen internet.
6️⃣ Iagon - Secure, decentralized cloud services.
7️⃣ Cortex - AI model deployment on blockchain.
8️⃣ DeepBrain Chain - AI computational power-sharing.
9️⃣ AI Doctor - Blockchain-driven medical data analysis.
🔟 SingularityDAO - AI-enhanced decentralized investment platform.
Keep an eye on these! But remember, always DYOR before investing.
The synergy of AI and crypto is spawning innovative projects! Here's a quick look:
1️⃣ Fetch.ai - Autonomous agents for smart transactions.
2️⃣ SingularityNET - Decentralized AI services marketplace.
3️⃣ Ocean Protocol - Data exchange with AI insights.
4️⃣ Numerai - Crowd-sourced AI hedge fund.
5️⃣ Exec RLC - Bridging resources for the next-gen internet.
6️⃣ Iagon - Secure, decentralized cloud services.
7️⃣ Cortex - AI model deployment on blockchain.
8️⃣ DeepBrain Chain - AI computational power-sharing.
9️⃣ AI Doctor - Blockchain-driven medical data analysis.
🔟 SingularityDAO - AI-enhanced decentralized investment platform.
Keep an eye on these! But remember, always DYOR before investing.
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learning_c_by_creating_games_with_ue4.pdf
9.9 MB
Learning C++ by Creating Games with UE4
William Sherif, 2015
William Sherif, 2015
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🎉 ChatGPT Just Leveled Up! 🎥🎙️
ChatGPT now supports video chat and screen sharing! 🚀
Video Chat: Show ChatGPT objects or tasks in real-time for instant, tailored assistance.
Screen Sharing: Share your screen to get help navigating settings, solving problems, or even crafting replies.
Available for ChatGPT Plus, Pro, and Team users on the latest app version. Update now and experience AI like never before! 🌟
ChatGPT now supports video chat and screen sharing! 🚀
Video Chat: Show ChatGPT objects or tasks in real-time for instant, tailored assistance.
Screen Sharing: Share your screen to get help navigating settings, solving problems, or even crafting replies.
Available for ChatGPT Plus, Pro, and Team users on the latest app version. Update now and experience AI like never before! 🌟
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🔅 Voice Recorder in Python
pip install sounddevice
Join us for more -
https://t.me/pythonfreebootcamp
pip install sounddevice
import sounddevice
from scipy.io.wavfile import write
#sample_rate
fs=44100
#Ask to enter the recording time
second = int(input("Enter the Recording Time in second: "))
print("Recording…\n")
record_voice = sounddevice.rec(int(second * fs),samplerate=fs,channels=2)
sounddevice.wait()
write("MyRecording.wav",fs,record_voice)
print("Recording is done Please check you folder to listen recording")Join us for more -
https://t.me/pythonfreebootcamp
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Runway AI video Gen-3 Alpha Turbo now introduces Advanced Camera Control, allowing you to set both direction and intensity for every scene.
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