Fix ultralytics installation order

Dockerfile

@@ -2,12 +2,10 @@
 # FarmEyes - HuggingFace Spaces Dockerfile (Transformers Version)
 # =============================================================================
 # Uses official N-ATLaS model via transformers - NO llama-cpp-python needed!
-# Fast build, official model support, GPU accelerated.
 # =============================================================================
 
 FROM pytorch/pytorch:2.1.0-cuda11.8-cudnn8-runtime
 
-# Set environment variables
 ENV PYTHONUNBUFFERED=1
 ENV HOST=0.0.0.0
 ENV PORT=7860
@@ -25,18 +23,16 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     git \
     && rm -rf /var/lib/apt/lists/*
 
-# Upgrade pip first
-RUN pip install --no-cache-dir --upgrade pip setuptools wheel
+# Upgrade pip
+RUN pip install --no-cache-dir --upgrade pip
 
-# Copy requirements
-COPY requirements.txt .
+# Install ultralytics first (has specific dependencies)
+RUN pip install --no-cache-dir ultralytics
 
-# Install Python dependencies
+# Copy and install remaining requirements
+COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Verify ultralytics installed
-RUN python -c "from ultralytics import YOLO; print('✅ Ultralytics installed successfully')"
-
 # Copy application code
 COPY . .
 

requirements.txt

@@ -2,7 +2,7 @@
 # FarmEyes - Requirements (Transformers Version)
 # =============================================================================
 # NO llama-cpp-python needed! Uses official N-ATLaS via transformers.
-# Note: torch/torchvision already in base Docker image
+# Note: torch already in base image, ultralytics installed in Dockerfile
 # =============================================================================
 
 # Web Framework
@@ -15,9 +15,6 @@ transformers>=4.35.0
 accelerate>=0.25.0
 huggingface-hub>=0.19.0
 
-# AI/ML - Vision (for YOLOv11)
-ultralytics>=8.0.0
-
 # Audio Processing (for Whisper)
 openai-whisper>=20231117
 soundfile>=0.12.0